GitHub / decodingml / articles-code
💻 Decoding ML articles hub: Hands-on articles with code on production-grade ML
JSON API: http://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/decodingml%2Farticles-code
PURL: pkg:github/decodingml/articles-code
Stars: 125
Forks: 18
Open issues: 0
License: mit
Language: Jupyter Notebook
Size: 24.6 MB
Dependencies parsed at:
2,414
Created at: over 1 year ago
Updated at: 5 months ago
Pushed at: 5 months ago
Last synced at: 5 months ago
Topics: computer-vision, large-language-models, machine-learning-engineering, ml-system-design, mlops, system-design
- accelerate 0.33.0
- datasets 2.19.2
- diffusers 0.30.0
- gcsfs 2024.3.1
- gradio ^5.1.0
- pyarrow 14.0.1
- python ^3.10
- python-dotenv ^1.0.1
- pytorch-fid 0.3.0
- pyyaml ^6.0.2
- torch 2.3.1
- torchaudio 2.3.1
- torchvision 0.18.1
- transformers 4.44.0
- wandb ^0.18.3
- aiortc ^1.8.0
- fastapi ^0.110.3
- opencv-python ^4.9.0.80
- python ^3.9
- uvicorn ^0.29.0
- public.ecr.aws/lambda/python 3.11 build
- decodingml latest
- mongo latest
- @types/node ^18 development
- typescript ^5.0.0 development
- @pulumi/aws ^6.0.0
- @pulumi/awsx ^2.0.2
- @pulumi/pulumi ^3.113.0
- aws-lambda-powertools ^2.39.1
- backoff ^2.2.1
- boto3 ^1.34.131
- instaloader ^4.11
- langchain ^0.2.5
- openai ^1.35.3
- pydantic ^2.7.4
- pymongo ^4.7.3
- python ^3.11
- transformers ^4.41.2
- mongo latest
- instaloader ^4.13.1
- langchain ^0.3.1
- langchain-openai ^0.2.1
- openai ^1.50.0
- openpyxl ^3.1.5
- pandas ^2.2.3
- pydantic ^2.9.2
- pydantic-settings ^2.5.2
- pymongo ^4.9.1
- python >=3.11, <4.0
- instaloader *
- langchain *
- langchain-openai *
- openai *
- pandas *
- pydantic *
- pydantic-settings *
- pymongo *
- python-dateutil *
- docker 7.0.0
- matplotlib 3.8.2
- numpy 1.26.3
- onnx 1.14.0
- onnx-simplifier 0.4.28
- onnxruntime-gpu 1.14
- onnxsim 0.4.33
- opencv-python 4.7.0.72
- pandas 2.1.4
- psutil 5.9.7
- py-cpuinfo 9.0.0
- python ^3.9
- pyyaml 6.0.1
- setuptools ^69.0.3
- torch *
- torchvision 0.15.2
- tqdm 4.65.0
- docker-compose ^1.29.2
- numpy ^1.26.4
- pillow ^10.2.0
- python ^3.9
- scipy ^1.12.0
- tritonclient ^2.42.0
- ipykernel ^6.29.0 develop
- bytewax ^0.18.1
- langchain ^0.1.1
- matplotlib ^3.8.2
- pillow ^10.2.0
- pydantic ^2.5.3
- pydantic-settings ^2.1.0
- python >=3.11,<3.12
- python-dotenv ^1.0.0
- qdrant-client ^1.7.1
- sentence-transformers ^2.2.2
- torch 2.0.1
- tqdm ^4.66.1
- transformers ^4.33.1
- umap-learn ^0.5.5
- unstructured ^0.12.2
- pydantic-settings ^2.2.1
- python ^3.11
- python-dotenv ^1.0.1
- sagemaker ^2.210.0
- bytewax ^0.19.0
- confluent-kafka ^2.3.0
- faker ^24.4.0
- fire ^0.6.0
- kafka-python ^2.0.2
- langchain ^0.1.13
- newsapi-python ^0.2.7
- newsdataapi ^0.1.11
- pydantic ^2.6.3
- pydantic-settings ^2.2.1
- pytest ^8.1.1
- python >=3.9,<3.9.7 || >3.9.7,<4.0
- python-dotenv ^1.0.1
- requests ^2.31.0
- sentence-transformers ^2.6.0
- streamlit ^1.32.2
- torch ^2.2.1
- transformers ^4.38.2
- unstructured ^0.11.8
- upstash-vector ^0.2.1
- @testing-library/jest-dom ^5.17.0
- @testing-library/react ^13.4.0
- @testing-library/user-event ^13.5.0
- axios ^1.6.8
- cors ^2.8.5
- react ^18.3.1
- react-dom ^18.3.1
- react-router-dom ^6.23.0
- react-scripts 5.0.1
- styled-components ^6.1.8
- web-vitals ^2.1.4
- aiohttp 3.9.3
- aiosignal 1.3.1
- async-timeout 4.0.3
- attrs 23.2.0
- bcrypt 4.1.2
- brotli 1.1.0
- certifi 2024.2.2
- cffi 1.16.0
- charset-normalizer 3.3.2
- colorama 0.4.6
- cryptography 42.0.2
- distro 1.9.0
- docker 7.0.0
- docker-compose 1.29.2
- dockerpty 0.4.1
- docopt 0.6.2
- frozenlist 1.4.1
- gevent 23.9.1
- geventhttpclient 2.0.2
- greenlet 3.0.3
- idna 3.6
- jsonschema 3.2.0
- multidict 6.0.5
- numpy 1.26.4
- packaging 23.2
- paramiko 3.4.0
- pillow 10.2.0
- pycparser 2.21
- pynacl 1.5.0
- pyrsistent 0.20.0
- python-dotenv 0.21.1
- python-rapidjson 1.14
- pywin32 306
- pyyaml 5.4.1
- requests 2.31.0
- scipy 1.12.0
- setuptools 69.0.3
- six 1.16.0
- texttable 1.7.0
- tritonclient 2.42.0
- urllib3 2.2.0
- websocket-client 0.59.0
- yarl 1.9.4
- zope-event 5.0
- zope-interface 6.1
- annotated-types 0.6.0
- attrs 23.2.0
- boto3 1.34.54
- botocore 1.34.54
- certifi 2024.2.2
- charset-normalizer 3.3.2
- cloudpickle 2.2.1
- colorama 0.4.6
- contextlib2 21.6.0
- dill 0.3.8
- docker 7.0.0
- google-pasta 0.2.0
- idna 3.6
- importlib-metadata 6.11.0
- jmespath 1.0.1
- jsonschema 4.21.1
- jsonschema-specifications 2023.12.1
- multiprocess 0.70.16
- numpy 1.26.4
- packaging 23.2
- pandas 2.2.1
- pathos 0.3.2
- platformdirs 4.2.0
- pox 0.3.4
- ppft 1.7.6.8
- protobuf 4.25.3
- psutil 5.9.8
- pydantic 2.6.3
- pydantic-core 2.16.3
- pydantic-settings 2.2.1
- python-dateutil 2.9.0.post0
- python-dotenv 1.0.1
- pytz 2024.1
- pywin32 306
- pyyaml 6.0.1
- referencing 0.33.0
- requests 2.31.0
- rpds-py 0.18.0
- s3transfer 0.10.0
- sagemaker 2.210.0
- schema 0.7.5
- six 1.16.0
- smdebug-rulesconfig 1.0.1
- tblib 2.0.0
- tqdm 4.66.2
- typing-extensions 4.10.0
- tzdata 2024.1
- urllib3 2.0.7
- zipp 3.17.0
- aiohttp 3.9.5
- aiosignal 1.3.1
- annotated-types 0.7.0
- anyio 4.4.0
- attrs 23.2.0
- aws-lambda-powertools 2.39.1
- backoff 2.2.1
- boto3 1.34.131
- botocore 1.34.131
- certifi 2024.6.2
- charset-normalizer 3.3.2
- colorama 0.4.6
- distro 1.9.0
- dnspython 2.6.1
- filelock 3.15.4
- frozenlist 1.4.1
- fsspec 2024.6.0
- greenlet 3.0.3
- h11 0.14.0
- httpcore 1.0.5
- httpx 0.27.0
- huggingface-hub 0.23.4
- idna 3.7
- instaloader 4.11
- jmespath 1.0.1
- jsonpatch 1.33
- jsonpointer 3.0.0
- langchain 0.2.5
- langchain-core 0.2.9
- langchain-text-splitters 0.2.1
- langsmith 0.1.81
- multidict 6.0.5
- numpy 1.26.4
- openai 1.35.3
- orjson 3.10.5
- packaging 24.1
- pydantic 2.7.4
- pydantic-core 2.18.4
- pymongo 4.7.3
- python-dateutil 2.9.0.post0
- pyyaml 6.0.1
- regex 2024.5.15
- requests 2.32.3
- s3transfer 0.10.1
- safetensors 0.4.3
- six 1.16.0
- sniffio 1.3.1
- sqlalchemy 2.0.31
- tenacity 8.4.1
- tokenizers 0.19.1
- tqdm 4.66.4
- transformers 4.41.2
- typing-extensions 4.12.2
- urllib3 2.2.2
- yarl 1.9.4
- aiohappyeyeballs 2.4.0
- aiohttp 3.10.6
- aiosignal 1.3.1
- annotated-types 0.7.0
- anyio 4.6.0
- attrs 24.2.0
- certifi 2024.8.30
- charset-normalizer 3.3.2
- colorama 0.4.6
- distro 1.9.0
- dnspython 2.6.1
- et-xmlfile 1.1.0
- frozenlist 1.4.1
- greenlet 3.1.1
- h11 0.14.0
- httpcore 1.0.5
- httpx 0.27.2
- idna 3.10
- instaloader 4.13.1
- jiter 0.5.0
- jsonpatch 1.33
- jsonpointer 3.0.0
- langchain 0.3.1
- langchain-core 0.3.6
- langchain-openai 0.2.1
- langchain-text-splitters 0.3.0
- langsmith 0.1.128
- multidict 6.1.0
- numpy 1.26.4
- openai 1.50.0
- openpyxl 3.1.5
- orjson 3.10.7
- packaging 24.1
- pandas 2.2.3
- pydantic 2.9.2
- pydantic-core 2.23.4
- pydantic-settings 2.5.2
- pymongo 4.9.1
- python-dateutil 2.9.0.post0
- python-dotenv 1.0.1
- pytz 2024.2
- pyyaml 6.0.2
- regex 2024.9.11
- requests 2.32.3
- six 1.16.0
- sniffio 1.3.1
- sqlalchemy 2.0.35
- tenacity 8.5.0
- tiktoken 0.7.0
- tqdm 4.66.5
- typing-extensions 4.12.2
- tzdata 2024.2
- urllib3 2.2.3
- yarl 1.12.1