2022 애플리케이션 MIT License ko

Car_Accident_Prediction

v.1

전기/전자, 정보/통신, 건설/교통 김태영 ; taeyoung Kim

소프트웨어 등록일자 : 2022-09-17
소프트웨어 서비스일자 : 2022-09-20
매뉴얼 : 위드라이브_결과시연물_compressed.pdf (1,058,679byte)

-source_traffic
-source_acc

-prePath

좌측 : 입력포트, 우측 : 출력포트 (하단 포트정보 참조)

실행 정보

애플리케이션 타입	Single 코어를 사용하는 애플리케이션
애플리케이션 언어	python
실행파일 공개 여부	비공개
실행환경	Only CPU
CPU	4 (min) / 5 (max)

포트정보

애플리케이션 실행을 위한 포트(argument) 정보를 조회 하실 수 있습니다.

입력포트

-source_traffic

상세조회

포트명 -source_traffic
포트 타입 File
포트 확장자 csv

포트 설명

21년도 교통사고율 ai 머신러닝 데이터

-source_acc

상세조회

포트명 -source_acc
포트 타입 File
포트 확장자 csv

포트 설명

출력포트

-prePath

상세조회

포트명 -prePath
포트 타입 Folder
결과 파일명
또는 폴더명 /

포트 설명

LSTM model

Conda 가상환경 정보

가상환경 명

ParallelCanvasPublic

설명

패키지 정보

순번	패키지 명	버전	빌드
1	_libgcc_mutex	0.1	conda_forge
2	_openmp_mutex	4.5	1_gnu
3	absl-py	0.11.0	pypi_0
4	astor	0.8.1	pypi_0
5	backcall	0.2.0	pypi_0
6	beautifulsoup4	4.9.3	pypi_0
7	bs4	0.0.1	pypi_0
8	bzip2	1.0.8	h516909a_3
9	c-ares	1.16.1	h516909a_3
10	ca-certificates	2020.11.8	ha878542_0
11	cached-property	1.5.2	pypi_0
12	certifi	2020.11.8	py36h5fab9bb_0
13	cffi	1.14.3	pypi_0
14	cftime	1.2.1	py36h68bb277_1
15	cloudpickle	1.6.0	py_0
16	cmake	3.18.4	h1f3970d_0
17	curl	7.71.1	he644dc0_8
18	cycler	0.10.0	py_2
19	cytoolz	0.11.0	py36h8c4c3a4_1
20	dask-core	2.30.0	py_0
21	decorator	4.4.2	py_0
22	enum34	1.1.10	py36h9f0ad1d_2
23	expat	2.2.9	he1b5a44_2
24	freetype	2.10.4	h7ca028e_0
25	gast	0.4.0	pypi_0
26	google-pasta	0.2.0	pypi_0
27	grpcio	1.33.2	pypi_0
28	h5py	3.1.0	pypi_0
29	hdf4	4.2.13	hf30be14_1003
30	hdf5	1.10.6	nompi_h1022a3e_1110
31	horovod	0.18.1	pypi_0
32	imagecodecs-lite	2019.12.3	py36h68bb277_3
33	imageio	2.9.0	py_0
34	importlib-metadata	3.3.0	pypi_0
35	joblib	0.17.0	py_0
36	jpeg	9d	h36c2ea0_0
37	keras	2.2.5	pypi_0
38	keras-applications	1.0.8	pypi_0
39	keras-preprocessing	1.1.2	pypi_0
40	kiwisolver	1.3.1	py36h51d7077_0
41	krb5	1.17.1	hfafb76e_3
42	lcms2	2.11	hcbb858e_1
43	ld_impl_linux-64	2.35	h769bd43_9
44	libblas	3.9.0	2_openblas
45	libcblas	3.9.0	2_openblas
46	libcurl	7.71.1	hcdd3856_8
47	libedit	3.1.20191231	he28a2e2_2
48	libev	4.33	h516909a_1
49	libffi	3.2.1	he1b5a44_1007
50	libgcc-ng	9.3.0	h5dbcf3e_17
51	libgfortran-ng	9.3.0	he4bcb1c_17
52	libgfortran5	9.3.0	he4bcb1c_17
53	libgomp	9.3.0	h5dbcf3e_17
54	liblapack	3.9.0	2_openblas
55	libnetcdf	4.7.4	nompi_hefab0ff_106
56	libnghttp2	1.41.0	h8cfc5f6_2
57	libopenblas	0.3.12	pthreads_h4812303_1
58	libpng	1.6.37	h21135ba_2
59	libssh2	1.9.0	hab1572f_5
60	libstdcxx-ng	9.3.0	h2ae2ef3_17
61	libtiff	4.1.0	h4f3a223_6
62	libuv	1.40.0	hd18ef5c_0
63	libwebp-base	1.1.0	h36c2ea0_3
64	lz4-c	1.9.2	he1b5a44_3
65	markdown	3.3.3	pypi_0
66	matplotlib	3.3.2	0
67	matplotlib-base	3.3.2	py36he12231b_1
68	ncurses	6.2	h58526e2_3
69	netcdf4	1.5.4	nompi_py36ha8c3e71_103
70	networkx	2.5	py_0
71	numpy	1.19.4	py36h8732dcd_1
72	olefile	0.46	pyh9f0ad1d_1
73	openssl	1.1.1h	h516909a_0
74	pandas	1.1.4	py36hd87012b_0
75	pathlib	1.0.1	py36h9f0ad1d_3
76	patsy	0.5.1	py_0
77	pillow	8.0.1	py36h10ecd5c_0
78	pip	20.2.4	py_0
79	protobuf	3.14.0	pypi_0
80	psutil	5.7.3	pypi_0
81	pycparser	2.20	pypi_0
82	pyparsing	2.4.7	pyh9f0ad1d_0
83	python	3.6.11	h4d41432_2_cpython
84	python-dateutil	2.8.1	py_0
85	python_abi	3.6	1_cp36m
86	pytz	2020.4	pyhd8ed1ab_0
87	pywavelets	1.1.1	py36h68bb277_3
88	pyyaml	5.3.1	py36he6145b8_1
89	readline	8.0	he28a2e2_2
90	rhash	1.3.6	h516909a_1001
91	scikit-image	0.17.2	py36hd87012b_4
92	scikit-learn	0.23.2	py36hb6e6923_2
93	scipy	1.5.3	py36h9e8f40b_0
94	seaborn	0.11.0	ha770c72_1
95	seaborn-base	0.11.0	pyhd8ed1ab_1
96	setuptools	49.6.0	py36h9880bd3_2
97	six	1.15.0	pyh9f0ad1d_0
98	soupsieve	2.1	pypi_0
99	sqlite	3.33.0	h4cf870e_1
100	statsmodels	0.12.1	py36ha112f06_1
101	tensorboard	1.14.0	pypi_0
102	tensorflow-estimator	1.14.0	pypi_0
103	tensorflow-gpu	1.14.0	pypi_0
104	termcolor	1.1.0	pypi_0
105	threadpoolctl	2.1.0	pyh5ca1d4c_0
106	tifffile	2019.7.26.2	py36_0
107	tk	8.6.10	hed695b0_1
108	toolz	0.11.1	py_0
109	tornado	6.1	py36h1d69622_0
110	typing-extensions	3.7.4.3	pypi_0
111	werkzeug	1.0.1	pypi_0
112	wheel	0.35.1	pyh9f0ad1d_0
113	wrapt	1.12.1	pypi_0
114	xz	5.2.5	h516909a_1
115	yaml	0.2.5	h516909a_0
116	zipp	3.4.0	pypi_0
117	zlib	1.2.11	h516909a_1010
118	zstd	1.4.5	h6597ccf_2