ailearning

AiLearning：数据分析+机器学习实战+线性代数+PyTorch+NLTK+TF2

最終更新日:721日前

37.5k

donnemartin/data-science-ipython-notebooks
722日前26.1k

Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines.

RasaHQ/rasa
722日前17.6k

💬 Open source machine learning framework to automate text- and voice-based conversations: NLU, dialogue management, connect to Slack, Facebook, and more - Create chatbots and voice assistants

machine-learning-library

conversational-agents

spacy

mitie

chatbots

deeplearning4j/deeplearning4j
722日前13.3k

Suite of tools for deploying and training deep learning models using the JVM. Highlights include model import for keras, tensorflow, and onnx/pytorch, a modular and tiny c++ library for running math code and a java based math library on top of the core c++ library. Also includes samediff: a pytorch/tensorflow like library for running deep learning using automatic differentiation.

artificial-intelligence

ml-tooling/best-of-ml-python
722日前15.1k

🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.

huggingface/transformers
722日前120.2k

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

natural-language-processing

deepfakes/faceswap
722日前48.5k

Deepfakes Software For All

iperov/DeepFaceLab
722日前44.5k

DeepFaceLab is the leading software for creating deepfakes.

Avik-Jain/100-Days-Of-ML-Code
722日前42.7k

100 Days of ML Coding

machine-learning-algorithms

infographics

siraj-raval-challenge

naive-bayes-classifier

linear-regression

svm

PaddlePaddle/PaddleX
722日前4.5k

PaddlePaddle End-to-End Development Toolkit（『飞桨』深度学习全流程开发工具）

google-research/bert
721日前36.4k

TensorFlow code and pre-trained models for BERT

nlp

google

tensorflow

natural-language-processing

natural-language-understanding

BayesWitnesses/m2cgen
722日前2.7k

Transform ML models into a native code (Java, C, Python, Go, JavaScript, Visual Basic, C#, R, PowerShell, PHP, Dart, Haskell, Ruby, F#, Rust) with zero dependencies

alan-turing-institute/MLJ.jl
723日前1.7k

A Julia machine learning framework

MilesCranmer/PySR
721日前1.6k

High-Performance Symbolic Regression in Python and Julia

evolutionary-algorithms

equation-discovery

jakevdp/PythonDataScienceHandbook
722日前40.9k

Python Data Science Handbook: full text in Jupyter Notebooks

ageron/handson-ml
722日前25.1k

⛔️ DEPRECATED – See https://github.com/ageron/handson-ml3 instead.

Yorko/mlcourse.ai
722日前9.3k

Open Machine Learning Course

xusenlinzy/api-for-open-llm
721日前1.6k

Openai style api for open large language models, using LLMs just as chatgpt! Support for LLaMA, LLaMA-2, BLOOM, Falcon, Baichuan, Qwen, Xverse, SqlCoder, CodeLLaMA, ChatGLM, ChatGLM2, ChatGLM3 etc. 开源大模型的统一后端接口

huggingface/datasets
721日前18.0k

🤗 The largest hub of ready-to-use datasets for ML models with fast, easy-to-use and efficient data manipulation tools

natural-language-processing

datasets

dask/dask
721日前11.8k

Parallel computing with task scheduling

yoshitomo-matsubara/torchdistill
722日前1.2k

A coding-free framework built on PyTorch for reproducible deep learning studies. 🏆22 knowledge distillation methods presented at CVPR, ICLR, ECCV, NeurIPS, ICCV, etc are implemented so far. 🎁 Trained models, training logs and configurations are available for ensuring the reproducibiliy and benchmark.

pascal-voc

semantic-segmentation

knowledge-distillation

natural-language-processing

imagenet

nfmcclure/tensorflow_cookbook
725日前6.1k

Code for Tensorflow Machine Learning Cookbook

tensorflow-cookbook

tensorflow-algorithms

hankcs/HanLP
721日前31.6k

中文分词词性标注命名实体识别依存句法分析成分句法分析语义依存分析语义角色标注指代消解风格转换语义相似度新词发现关键词短语提取自动摘要文本分类聚类拼音简繁转换自然语言处理

named-entity-recognition

semantic-parsing

natural-language-processing

explosion/spaCy
721日前28.3k

💫 Industrial-strength Natural Language Processing (NLP) in Python

named-entity-recognition

artificial-intelligence

spacy

neural-network

natural-language-processing

nlp-library

microsoft/unilm
721日前17.1k

Large-scale Self-supervised Pre-training Across Tasks, Languages, and Modalities

ymcui/Chinese-LLaMA-Alpaca
721日前16.4k

中文LLaMA&Alpaca大语言模型+本地CPU/GPU训练部署 (Chinese LLaMA & Alpaca LLMs)

llama

lora

quantization

large-language-models

nlp

plm

pre-trained-language-models

oxford-cs-deepnlp-2017/lectures
722日前15.6k

Oxford Deep NLP 2017 course

natural-language-processing

piskvorky/gensim
722日前15.0k

Topic Modelling for Humans

information-retrieval

data-mining

neural-network

natural-language-processing

NLP-LOVE/ML-NLP
721日前14.7k

此项目是机器学习(Machine Learning)、深度学习(Deep Learning)、NLP面试中常考到的知识点和代码实现，也是作为一个算法工程师必会的理论基础知识。

deep-learning

nlp

machine-learning

ashishpatel26/500-AI-Machine-learning-Deep-learning-Computer-vision-NLP-Projects-with-code
721日前14.7k

500 AI Machine learning Deep learning Computer vision NLP Projects with code

deep-learning

nlp

machine-learning-projects

deep-learning-project

computer-vision-project

nlp-projects

artificial-intelligence-projects

artificial-intelligence

virgili0/Virgilio
723日前13.5k

Your new Mentor for Data Science E-Learning.

dair-ai/ML-YouTube-Courses
721日前13.5k

📺 Discover the latest machine learning / AI courses on YouTube.

natural-language-processing

h2oai/h2o-3
721日前6.6k

H2O is an Open Source, Distributed, Fast & Scalable Machine Learning Platform: Deep Learning, Gradient Boosting (GBM) & XGBoost, Random Forest, Generalized Linear Modeling (GLM with Elastic Net), K-Means, PCA, Generalized Additive Models (GAM), RuleFit, Support Vector Machine (SVM), Stacked Ensembles, Automatic Machine Learning (AutoML), etc.