Datasets:

erisdataworks
/

ai_development_metrics

project_id stringlengths 11 11	project_name stringlengths 12 14	model_type stringclasses 10 values	domain stringclasses 10 values	programming_language stringclasses 8 values	framework stringclasses 8 values	accuracy float64 0.7 0.99	training_time_hours float64 0.51 47.9	model_size_mb float64 12.6 499	inference_speed_seconds float64 0 0.5	gpu_memory_gb float64 2 16	cpu_usage_percent float64 20.2 94.8	training_cost_usd float64 56.1 4.98k	start_date timestamp[ns]date 2023-01-07 00:00:00 2023-12-31 00:00:00	end_date timestamp[ns]date 2023-02-03 00:00:00 2024-05-21 00:00:00	team_size int64 1 14	complexity stringclasses 3 values	success_score float64 0.5 1	deployment_status stringclasses 4 values
AI_PROJ_001	AI_Project_1	GPT	Robotics	Julia	Theano	0.912	28.94	86.45	0.0788	2.8	85	3,025.52	2023-06-01T00:00:00	2023-10-16T00:00:00	6	Low	0.861	Testing
AI_PROJ_002	AI_Project_2	BERT	NLP	Go	Scikit-learn	0.753	14.95	267.13	0.2165	6.1	65.9	740.49	2023-07-07T00:00:00	2023-07-28T00:00:00	14	Low	0.809	Maintenance
AI_PROJ_003	AI_Project_3	GPT	Robotics	Go	TensorFlow	0.713	29.36	93.56	0.0335	15.3	92.4	4,051.57	2023-09-22T00:00:00	2023-12-27T00:00:00	5	Low	0.621	Maintenance
AI_PROJ_004	AI_Project_4	GPT	Recommendation Systems	Scala	Keras	0.964	12.79	334.64	0.1565	9.3	61	965.03	2023-07-10T00:00:00	2023-12-09T00:00:00	10	Medium	0.698	Maintenance
AI_PROJ_005	AI_Project_5	ResNet	Autonomous Vehicles	C++	TensorFlow	0.979	40.62	376.19	0.2703	10.2	92.4	3,054.82	2023-02-10T00:00:00	2023-07-23T00:00:00	13	Low	0.993	Maintenance
AI_PROJ_006	AI_Project_6	CNN	Recommendation Systems	Go	Theano	0.936	34.08	367.21	0.3859	3	46.9	623.55	2023-05-15T00:00:00	2023-08-01T00:00:00	12	Medium	0.532	Production
AI_PROJ_007	AI_Project_7	ResNet	Healthcare	Java	Scikit-learn	0.885	42.64	241.39	0.0607	12	77.1	2,828.32	2023-09-12T00:00:00	2024-02-07T00:00:00	7	Low	0.855	Testing
AI_PROJ_008	AI_Project_8	Autoencoder	Speech Recognition	Scala	FastAI	0.885	15.43	259.2	0.4539	5.5	50.8	3,789.98	2023-02-05T00:00:00	2023-02-24T00:00:00	7	Low	0.581	Testing
AI_PROJ_009	AI_Project_9	Autoencoder	Cybersecurity	Julia	Caffe	0.832	10.88	214.09	0.4418	6.5	29.2	1,813.67	2023-07-09T00:00:00	2023-11-21T00:00:00	9	Medium	0.5	Development
AI_PROJ_010	AI_Project_10	VGG	Speech Recognition	Scala	Caffe	0.848	20.33	118.83	0.0608	6.7	90.7	1,649.85	2023-04-06T00:00:00	2023-08-03T00:00:00	14	High	0.981	Testing
AI_PROJ_011	AI_Project_11	GPT	NLP	Java	TensorFlow	0.743	47.89	140.72	0.4883	7.8	22.5	1,758.1	2023-05-06T00:00:00	2023-09-19T00:00:00	5	Medium	0.993	Maintenance
AI_PROJ_012	AI_Project_12	GPT	Robotics	Scala	Keras	0.807	12	403.54	0.2357	15.8	49.9	4,091.34	2023-05-24T00:00:00	2023-09-04T00:00:00	9	Medium	0.593	Development
AI_PROJ_013	AI_Project_13	Transformer	Robotics	C++	Keras	0.764	34.28	406.66	0.175	3.3	90.5	2,017.98	2023-02-08T00:00:00	2023-05-07T00:00:00	8	Low	0.671	Development
AI_PROJ_014	AI_Project_14	RNN	Autonomous Vehicles	Scala	Caffe	0.902	11.36	95.73	0.4911	9.2	39.6	4,981.46	2023-09-11T00:00:00	2024-02-04T00:00:00	5	High	0.817	Development
AI_PROJ_015	AI_Project_15	VGG	Speech Recognition	Java	FastAI	0.946	41.18	208.21	0.444	13.9	90.2	3,937.44	2023-04-14T00:00:00	2023-07-13T00:00:00	14	Low	0.551	Production
AI_PROJ_016	AI_Project_16	VGG	NLP	Go	Caffe	0.859	33.37	329.46	0.1129	12	37.8	1,660.73	2023-05-15T00:00:00	2023-10-13T00:00:00	1	Medium	0.754	Testing
AI_PROJ_017	AI_Project_17	GPT	Finance	JavaScript	Caffe	0.982	19.17	447.1	0.3159	13.1	57.7	2,905.67	2023-11-13T00:00:00	2024-01-06T00:00:00	3	Medium	0.884	Maintenance
AI_PROJ_018	AI_Project_18	CNN	Healthcare	JavaScript	Keras	0.917	45.77	172.07	0.2768	10	93.5	422.96	2023-09-10T00:00:00	2024-02-23T00:00:00	7	Low	0.743	Testing
AI_PROJ_019	AI_Project_19	VGG	Education	Scala	Caffe	0.902	27.58	57.62	0.3079	15.9	30.5	2,615.73	2023-09-30T00:00:00	2024-01-18T00:00:00	1	Low	0.854	Production
AI_PROJ_020	AI_Project_20	Autoencoder	Autonomous Vehicles	R	Keras	0.774	29.55	49.98	0.0036	10.8	34.6	401.16	2023-05-22T00:00:00	2023-09-20T00:00:00	7	Low	0.789	Maintenance
AI_PROJ_021	AI_Project_21	GPT	Finance	Java	TensorFlow	0.745	47.14	421.08	0.4303	5.5	22.9	1,551.16	2023-04-11T00:00:00	2023-04-25T00:00:00	5	Low	0.983	Production
AI_PROJ_022	AI_Project_22	GAN	Finance	Julia	FastAI	0.854	26.18	322.34	0.3633	15.7	58.7	1,648.63	2023-05-25T00:00:00	2023-09-28T00:00:00	3	Medium	0.539	Development
AI_PROJ_023	AI_Project_23	Autoencoder	Healthcare	JavaScript	Theano	0.824	33.2	38.51	0.4577	8.2	38	514.67	2023-03-30T00:00:00	2023-07-31T00:00:00	1	High	0.869	Production
AI_PROJ_024	AI_Project_24	LSTM	Finance	Julia	Theano	0.714	27.39	87.74	0.061	6.8	26.9	516.08	2023-04-04T00:00:00	2023-09-01T00:00:00	10	Medium	0.903	Maintenance
AI_PROJ_025	AI_Project_25	CNN	Healthcare	Scala	PyTorch	0.879	30.67	32.2	0.1879	10.8	57.7	4,289.62	2023-11-21T00:00:00	2023-12-01T00:00:00	8	High	0.972	Maintenance
AI_PROJ_026	AI_Project_26	GAN	Recommendation Systems	C++	PyTorch	0.866	6.6	407.49	0.4105	10.8	81.5	3,274.85	2023-02-12T00:00:00	2023-04-03T00:00:00	13	Low	0.55	Testing
AI_PROJ_027	AI_Project_27	Transformer	NLP	Java	Theano	0.721	15.65	423.99	0.0126	13.4	41.1	634.92	2023-04-24T00:00:00	2023-07-14T00:00:00	13	Low	0.709	Development
AI_PROJ_028	AI_Project_28	VGG	Robotics	R	MXNet	0.918	38.82	495.35	0.2069	7.2	78.2	1,736.98	2023-07-09T00:00:00	2023-08-21T00:00:00	12	Medium	0.875	Development
AI_PROJ_029	AI_Project_29	Transformer	Cybersecurity	JavaScript	TensorFlow	0.855	24.09	200.91	0.1495	3.4	24	4,794.78	2023-03-17T00:00:00	2023-04-01T00:00:00	7	High	0.838	Maintenance
AI_PROJ_030	AI_Project_30	Transformer	Education	Scala	FastAI	0.83	14.43	171.05	0.3366	12.5	79.4	3,958.61	2023-04-19T00:00:00	2023-06-06T00:00:00	10	Low	0.775	Development
AI_PROJ_031	AI_Project_31	Transformer	Autonomous Vehicles	Julia	Keras	0.905	46.51	347.13	0.4186	14.1	82.9	2,159.15	2023-06-17T00:00:00	2023-12-10T00:00:00	9	High	0.853	Development
AI_PROJ_032	AI_Project_32	LSTM	Finance	Java	FastAI	0.809	18.11	408.27	0.4737	15.8	76.5	1,912.48	2023-10-02T00:00:00	2024-01-24T00:00:00	6	Medium	0.624	Production
AI_PROJ_033	AI_Project_33	GPT	Speech Recognition	Julia	MXNet	0.818	27.64	373.08	0.3838	13.5	75.8	3,421.15	2023-12-14T00:00:00	2024-04-11T00:00:00	9	High	0.612	Testing
AI_PROJ_034	AI_Project_34	Autoencoder	Healthcare	Go	Caffe	0.968	44.16	133.97	0.348	3.1	32.5	1,123.21	2023-05-23T00:00:00	2023-11-04T00:00:00	1	Medium	0.792	Maintenance
AI_PROJ_035	AI_Project_35	GPT	Cybersecurity	Java	Scikit-learn	0.978	3.25	203.32	0.0543	6.7	32.7	3,251.9	2023-05-16T00:00:00	2023-07-21T00:00:00	2	Low	0.68	Maintenance
AI_PROJ_036	AI_Project_36	BERT	Computer Vision	Python	TensorFlow	0.819	29.13	142.77	0.0675	3.1	90.5	2,112.36	2023-07-16T00:00:00	2023-09-07T00:00:00	9	Medium	0.966	Testing
AI_PROJ_037	AI_Project_37	LSTM	Autonomous Vehicles	Go	TensorFlow	0.926	23.32	492.79	0.189	12.5	49.5	4,154.36	2023-06-26T00:00:00	2023-12-10T00:00:00	2	Low	0.567	Development
AI_PROJ_038	AI_Project_38	GPT	Finance	C++	TensorFlow	0.855	36.12	457.45	0.293	12.2	76.8	1,920.36	2023-03-26T00:00:00	2023-06-18T00:00:00	9	Low	0.977	Development
AI_PROJ_039	AI_Project_39	GAN	Computer Vision	Python	FastAI	0.879	17.51	65.64	0.3361	9.3	77.9	2,624.81	2023-09-25T00:00:00	2023-11-24T00:00:00	12	Medium	0.938	Development
AI_PROJ_040	AI_Project_40	CNN	Autonomous Vehicles	Scala	MXNet	0.88	33.94	114.35	0.069	2.2	46.3	2,970.09	2023-10-13T00:00:00	2024-01-06T00:00:00	11	Low	0.863	Development
AI_PROJ_041	AI_Project_41	BERT	Computer Vision	Go	Theano	0.815	30.05	432.56	0.4748	4.1	89.5	2,485.98	2023-12-06T00:00:00	2024-02-19T00:00:00	2	Medium	0.674	Testing
AI_PROJ_042	AI_Project_42	Transformer	Cybersecurity	Scala	Theano	0.87	19.51	351.86	0.0909	11.8	50.9	4,377.87	2023-06-04T00:00:00	2023-09-11T00:00:00	2	Medium	0.612	Development
AI_PROJ_043	AI_Project_43	LSTM	NLP	C++	PyTorch	0.751	4.71	69.11	0.2309	4.9	47.3	2,541.92	2023-10-28T00:00:00	2024-04-06T00:00:00	9	Low	0.741	Testing
AI_PROJ_044	AI_Project_44	ResNet	Computer Vision	R	Scikit-learn	0.934	36.04	100.42	0.1055	7.2	56.3	3,110.36	2023-03-19T00:00:00	2023-08-02T00:00:00	13	Low	0.574	Production
AI_PROJ_045	AI_Project_45	GPT	Speech Recognition	Scala	Theano	0.848	25.78	62.51	0.2243	9.5	38.2	1,382.75	2023-01-28T00:00:00	2023-03-14T00:00:00	9	High	0.545	Testing
AI_PROJ_046	AI_Project_46	VGG	Computer Vision	Julia	Scikit-learn	0.837	17.37	327.92	0.2403	10.2	75.3	2,810.82	2023-08-24T00:00:00	2023-11-21T00:00:00	10	Low	0.682	Testing
AI_PROJ_047	AI_Project_47	RNN	Recommendation Systems	Java	MXNet	0.796	44.85	13.69	0.1134	7.1	56.6	4,261.55	2023-11-14T00:00:00	2024-02-22T00:00:00	8	High	0.54	Production
AI_PROJ_048	AI_Project_48	ResNet	Healthcare	C++	FastAI	0.732	19.4	485.04	0.4329	13.4	39.3	895.89	2023-03-03T00:00:00	2023-05-27T00:00:00	11	Medium	0.64	Maintenance
AI_PROJ_049	AI_Project_49	LSTM	Finance	R	Caffe	0.906	9.98	370.76	0.2654	11.9	77.6	482.09	2023-05-19T00:00:00	2023-09-02T00:00:00	13	Medium	0.526	Testing
AI_PROJ_050	AI_Project_50	ResNet	Education	Julia	Theano	0.859	10.08	345.44	0.0448	3.9	20.2	627.65	2023-02-07T00:00:00	2023-07-26T00:00:00	14	Low	0.925	Maintenance
AI_PROJ_051	AI_Project_51	RNN	Healthcare	Go	Keras	0.972	9.11	42.58	0.3708	10	83.1	741.87	2023-12-27T00:00:00	2024-01-16T00:00:00	12	Low	0.582	Development
AI_PROJ_052	AI_Project_52	Transformer	Education	JavaScript	Scikit-learn	0.792	28.44	344.66	0.2265	12	87.5	3,139.3	2023-12-19T00:00:00	2024-01-17T00:00:00	1	Low	0.95	Production
AI_PROJ_053	AI_Project_53	RNN	Healthcare	Go	FastAI	0.881	6.05	470.52	0.3142	6.7	30.4	3,980.42	2023-06-06T00:00:00	2023-07-15T00:00:00	4	Medium	0.787	Development
AI_PROJ_054	AI_Project_54	BERT	Cybersecurity	Python	MXNet	0.772	35.84	26.43	0.2854	12.7	85.8	1,743.3	2023-10-21T00:00:00	2024-03-16T00:00:00	4	Medium	0.802	Production
AI_PROJ_055	AI_Project_55	ResNet	Healthcare	Julia	Theano	0.819	37.16	15.98	0.2996	9.9	73.7	3,015.2	2023-05-28T00:00:00	2023-06-14T00:00:00	14	High	0.792	Maintenance
AI_PROJ_056	AI_Project_56	GPT	Education	JavaScript	Keras	0.744	28.35	257.89	0.3061	2.3	85.4	4,663.99	2023-12-22T00:00:00	2024-03-05T00:00:00	5	High	0.854	Testing
AI_PROJ_057	AI_Project_57	CNN	Education	Python	Caffe	0.722	5.45	421.82	0.4554	3.7	37.7	869.33	2023-07-01T00:00:00	2023-09-02T00:00:00	1	High	0.759	Maintenance
AI_PROJ_058	AI_Project_58	LSTM	Cybersecurity	Julia	TensorFlow	0.76	37.92	305.82	0.058	7.8	84.8	4,618.65	2023-07-29T00:00:00	2024-01-13T00:00:00	11	Medium	0.612	Maintenance
AI_PROJ_059	AI_Project_59	Transformer	Finance	Go	TensorFlow	0.845	20.4	458.27	0.1818	10.1	67.4	114.82	2023-02-18T00:00:00	2023-05-16T00:00:00	4	Medium	0.779	Testing
AI_PROJ_060	AI_Project_60	ResNet	Computer Vision	Scala	TensorFlow	0.79	19.37	219.13	0.4001	6.9	55.1	3,143.63	2023-10-13T00:00:00	2024-03-11T00:00:00	8	Medium	0.647	Production
AI_PROJ_061	AI_Project_61	RNN	NLP	JavaScript	Scikit-learn	0.84	24.11	385.02	0.0524	6.7	25.7	3,778.57	2023-09-23T00:00:00	2024-01-17T00:00:00	2	Medium	0.513	Maintenance
AI_PROJ_062	AI_Project_62	RNN	Autonomous Vehicles	Julia	FastAI	0.708	11.04	123.23	0.3363	2.3	27.8	4,009.58	2023-03-08T00:00:00	2023-05-04T00:00:00	1	Medium	0.86	Production
AI_PROJ_063	AI_Project_63	ResNet	Recommendation Systems	JavaScript	Keras	0.979	45.36	79.13	0.2038	6.5	26.5	3,184.54	2023-06-10T00:00:00	2023-11-14T00:00:00	5	Low	0.591	Maintenance
AI_PROJ_064	AI_Project_64	RNN	NLP	Python	Theano	0.881	16.45	414.3	0.1822	2.5	82.3	1,758.7	2023-09-13T00:00:00	2024-02-03T00:00:00	2	High	0.61	Testing
AI_PROJ_065	AI_Project_65	BERT	Recommendation Systems	Python	PyTorch	0.864	47.3	240.82	0.0919	8.8	58.4	3,721.35	2023-08-25T00:00:00	2023-09-25T00:00:00	7	Low	0.823	Testing
AI_PROJ_066	AI_Project_66	GAN	Education	R	MXNet	0.75	13.43	19.01	0.4572	3.6	63.2	1,406.57	2023-01-17T00:00:00	2023-07-07T00:00:00	9	Medium	0.86	Development
AI_PROJ_067	AI_Project_67	Autoencoder	Finance	Julia	Keras	0.961	42.01	302.73	0.3007	11.3	33.2	4,576.34	2023-07-09T00:00:00	2023-11-14T00:00:00	14	Low	0.583	Production
AI_PROJ_068	AI_Project_68	CNN	Speech Recognition	Julia	Scikit-learn	0.924	3.74	420.17	0.2192	14.8	74.1	3,071.5	2023-11-06T00:00:00	2024-02-18T00:00:00	7	Medium	0.968	Development
AI_PROJ_069	AI_Project_69	ResNet	Computer Vision	R	Scikit-learn	0.857	8.2	422.35	0.4234	15.4	31.6	3,135.5	2023-03-14T00:00:00	2023-04-29T00:00:00	1	Medium	0.852	Maintenance
AI_PROJ_070	AI_Project_70	Autoencoder	Cybersecurity	Scala	Keras	0.938	38.47	350.4	0.1368	10.3	47.1	503.33	2023-11-01T00:00:00	2023-11-24T00:00:00	10	Medium	0.761	Maintenance
AI_PROJ_071	AI_Project_71	ResNet	Speech Recognition	Go	Theano	0.934	31.79	349.22	0.4247	5.5	56.7	1,144.99	2023-12-31T00:00:00	2024-02-01T00:00:00	10	Medium	1	Testing
AI_PROJ_072	AI_Project_72	LSTM	Finance	R	Theano	0.71	33.63	155.7	0.4623	15.6	90.8	2,397.36	2023-04-13T00:00:00	2023-05-06T00:00:00	14	Medium	0.615	Maintenance
AI_PROJ_073	AI_Project_73	RNN	Speech Recognition	Julia	Keras	0.799	34.93	42.02	0.1583	9.6	79.3	1,627.82	2023-07-29T00:00:00	2024-01-12T00:00:00	13	Medium	0.616	Production
AI_PROJ_074	AI_Project_74	Transformer	Education	R	Caffe	0.7	9.31	198.14	0.4664	3	20.7	310.78	2023-11-14T00:00:00	2023-12-06T00:00:00	8	Low	0.699	Testing
AI_PROJ_075	AI_Project_75	VGG	Autonomous Vehicles	C++	MXNet	0.912	0.66	238.98	0.1492	13.9	73.7	2,966.09	2023-07-12T00:00:00	2023-09-29T00:00:00	1	Medium	0.562	Production
AI_PROJ_076	AI_Project_76	Autoencoder	Healthcare	Julia	MXNet	0.726	20.34	440.77	0.4724	8.5	66	876.82	2023-02-21T00:00:00	2023-03-03T00:00:00	11	Medium	0.919	Testing
AI_PROJ_077	AI_Project_77	LSTM	Speech Recognition	Julia	Caffe	0.767	8.89	118.04	0.094	12.9	46.3	336.32	2023-02-16T00:00:00	2023-03-03T00:00:00	3	Medium	0.763	Production
AI_PROJ_078	AI_Project_78	Autoencoder	Speech Recognition	R	PyTorch	0.902	7.81	409.76	0.113	5.1	60.3	2,985.05	2023-12-23T00:00:00	2024-04-05T00:00:00	11	High	0.633	Maintenance
AI_PROJ_079	AI_Project_79	VGG	Speech Recognition	Python	PyTorch	0.95	38.95	331.07	0.2759	3.2	50.6	1,894.81	2023-11-24T00:00:00	2024-04-11T00:00:00	10	Medium	0.981	Maintenance
AI_PROJ_080	AI_Project_80	LSTM	Computer Vision	R	FastAI	0.956	25.01	454.19	0.2861	11.3	60.8	4,329.24	2023-10-16T00:00:00	2023-10-28T00:00:00	8	Medium	0.829	Development
AI_PROJ_081	AI_Project_81	VGG	Cybersecurity	Julia	PyTorch	0.731	33.7	102.72	0.4409	15.5	54.9	4,401.4	2023-06-09T00:00:00	2023-09-30T00:00:00	5	Medium	0.58	Maintenance
AI_PROJ_082	AI_Project_82	RNN	Autonomous Vehicles	R	FastAI	0.724	16.01	284.32	0.0588	7.3	20.7	4,102.46	2023-11-22T00:00:00	2024-05-04T00:00:00	7	Medium	0.981	Production
AI_PROJ_083	AI_Project_83	LSTM	Finance	C++	Scikit-learn	0.899	3.72	157.47	0.3544	2.9	63.7	1,762.12	2023-04-30T00:00:00	2023-06-25T00:00:00	14	High	0.984	Maintenance
AI_PROJ_084	AI_Project_84	Transformer	Robotics	Julia	Scikit-learn	0.707	1.55	168.57	0.2448	12.8	71.2	2,257.22	2023-08-14T00:00:00	2023-09-18T00:00:00	4	Medium	0.726	Production
AI_PROJ_085	AI_Project_85	GPT	Robotics	Go	PyTorch	0.924	11.43	74.35	0.4342	15.5	22.3	3,669.79	2023-10-30T00:00:00	2024-02-14T00:00:00	11	High	0.88	Development
AI_PROJ_086	AI_Project_86	Transformer	Computer Vision	R	Scikit-learn	0.91	35.93	108.18	0.4342	12	62.2	2,384.09	2023-01-27T00:00:00	2023-04-15T00:00:00	12	Low	0.934	Development
AI_PROJ_087	AI_Project_87	ResNet	NLP	C++	Theano	0.882	6.73	25.94	0.4605	10.6	79.7	2,433.54	2023-07-25T00:00:00	2023-08-17T00:00:00	14	Medium	0.715	Testing
AI_PROJ_088	AI_Project_88	VGG	Finance	JavaScript	MXNet	0.778	38.38	162.08	0.2282	2.2	25.4	1,992.84	2023-04-05T00:00:00	2023-09-24T00:00:00	11	Medium	0.93	Testing
AI_PROJ_089	AI_Project_89	VGG	Recommendation Systems	Java	Caffe	0.917	7.43	60.37	0.2859	2.3	56.2	1,091.23	2023-06-10T00:00:00	2023-12-01T00:00:00	2	Medium	0.759	Development
AI_PROJ_090	AI_Project_90	VGG	Computer Vision	Julia	Scikit-learn	0.804	15.8	488.96	0.1012	11.7	81.6	253.86	2023-11-01T00:00:00	2024-02-19T00:00:00	11	Low	0.948	Development
AI_PROJ_091	AI_Project_91	BERT	Cybersecurity	Scala	Theano	0.857	34.18	436.77	0.3573	13.2	45.5	4,083.38	2023-01-07T00:00:00	2023-04-07T00:00:00	4	Medium	0.892	Production
AI_PROJ_092	AI_Project_92	Transformer	Cybersecurity	C++	PyTorch	0.827	34.93	300.71	0.3255	8.7	66.2	1,678.64	2023-08-26T00:00:00	2023-12-10T00:00:00	13	Low	0.895	Production
AI_PROJ_093	AI_Project_93	Transformer	NLP	JavaScript	PyTorch	0.889	16.28	275.81	0.2471	3.1	50.2	1,141.78	2023-07-26T00:00:00	2023-11-06T00:00:00	7	Medium	0.934	Production
AI_PROJ_094	AI_Project_94	Autoencoder	Recommendation Systems	C++	MXNet	0.8	18.12	493.95	0.021	14.1	63.4	2,221.15	2023-04-27T00:00:00	2023-08-09T00:00:00	4	High	0.95	Testing
AI_PROJ_095	AI_Project_95	GPT	Education	Java	Keras	0.782	17.56	198.09	0.2334	13.7	37.7	3,891.2	2023-04-10T00:00:00	2023-07-12T00:00:00	10	Low	0.986	Production
AI_PROJ_096	AI_Project_96	LSTM	Healthcare	JavaScript	MXNet	0.827	5.13	208.46	0.2969	10.1	69.7	521.54	2023-05-25T00:00:00	2023-10-01T00:00:00	9	High	0.629	Development
AI_PROJ_097	AI_Project_97	LSTM	Computer Vision	Go	Scikit-learn	0.738	46.57	232.36	0.1188	3	32.7	2,622.88	2023-09-23T00:00:00	2023-12-14T00:00:00	14	Low	0.725	Maintenance
AI_PROJ_098	AI_Project_98	CNN	Cybersecurity	Go	Caffe	0.749	2.24	370.84	0.3322	8.6	83.3	4,038.07	2023-06-05T00:00:00	2023-09-30T00:00:00	6	Low	0.556	Testing
AI_PROJ_099	AI_Project_99	RNN	Cybersecurity	Scala	MXNet	0.972	2.37	69.83	0.2266	15.1	43.7	2,560.81	2023-07-25T00:00:00	2023-08-12T00:00:00	10	Medium	0.74	Production
AI_PROJ_100	AI_Project_100	RNN	Cybersecurity	R	MXNet	0.952	22.1	262.64	0.2449	11.3	30.5	198.37	2023-10-28T00:00:00	2023-12-25T00:00:00	2	Low	0.837	Testing

End of preview. Expand in Data Studio

📊 AI Dataset (300 Samples)

This repository contains a synthetic AI project dataset saved in Parquet format. The dataset was generated using Python (pandas, numpy, pyarrow) and simulates metadata and performance statistics of AI/ML projects across different domains.

📁 File Information

File name: ai_dataset_300.parquet

Format: Parquet (pyarrow)

Number of rows: 300

Number of columns: 20

🧾 Dataset Description

Each row represents a single AI project, with technical details, resource usage, and performance outcomes.

Column Description project_id Unique project identifier (e.g., AI_PROJ_001) project_name Project name (e.g., AI_Project_1) model_type Type of AI model (CNN, RNN, Transformer, GAN, etc.) domain Application domain (NLP, Computer Vision, Healthcare, etc.) programming_language Programming language used (Python, R, Java, etc.) framework Framework used (TensorFlow, PyTorch, etc.) accuracy Model accuracy (0.70 – 0.99) training_time_hours Training duration in hours (0.5 – 48) model_size_mb Model size in megabytes (10 – 500 MB) inference_speed_seconds Inference latency per sample (0.001 – 0.5 sec) gpu_memory_gb GPU memory usage (2 – 16 GB) cpu_usage_percent Average CPU usage during training (%) training_cost_usd Estimated training cost in USD (50 – 5000) start_date Project start date (randomized in 2023) end_date Project end date (7–180 days after start) team_size Number of team members (1 – 15) complexity Project complexity level (Low, Medium, High) success_score Overall project success score (0.5 – 1.0) deployment_status Current status (Development, Testing, Production, Maintenance) 🔍 Example Rows project_id model_type domain accuracy team_size complexity deployment_status AI_PROJ_001 Transformer NLP 0.945 8 High Production AI_PROJ_002 CNN Computer Vision 0.812 5 Medium Testing AI_PROJ_003 GAN Healthcare 0.873 3 Low Development 🛠️ Usage

You can load the dataset with Python + pandas:

import pandas as pd