lnas01

followers

following

stars

Hong Kong

https://medium.com/@chnwsw01

wangshw's starred repositories

ESL-CN

The Elements of Statistical Learning (ESL)的中文翻译、代码实现及其习题解答。

Language:Jupyter NotebookGPL-3.0237700

PRMLT

Matlab code of machine learning algorithms in book PRML

Language:MATLABMIT598300

machine-learning-notes

My continuously updated Machine Learning, Probabilistic Models and Deep Learning notes and demos (2000+ slides) 我不间断更新的机器学习，概率模型和深度学习的讲义(2000+页)和视频链接

Language:Jupyter Notebook828000

MachineLearning

Machine learning resources

lihang-code

《统计学习方法》的代码实现

Language:Jupyter Notebook1860500

ml-surveys

📋 Survey papers summarizing advances in deep learning, NLP, CV, graphs, reinforcement learning, recommendations, graphs, etc.

MIT278000

LLMs_interview_notes

该仓库主要记录大模型（LLMs）算法工程师相关的面试题

Apache-2.0108500

bark

🔊 Text-Prompted Generative Audio Model

Language:Jupyter NotebookMIT3340000

PyTorch-GAN

PyTorch implementations of Generative Adversarial Networks.

Language:PythonMIT1591100

faiss

A library for efficient similarity search and clustering of dense vectors.

Language:C++MIT2896100

LLaMA-Factory

Unify Efficient Fine-Tuning of 100+ LLMs

Language:PythonApache-2.02421600

llama.cpp

LLM inference in C/C++

Language:C++MIT6015600

phidata

Build AI Assistants with memory, knowledge and tools.

Language:PythonMPL-2.01008700

numpy-ml

Machine learning, in numpy

Language:PythonGPL-3.01477900

OpenRLHF

An Easy-to-use, Scalable and High-performance RLHF Framework (70B+ PPO Full Tuning & Iterative DPO & LoRA & Mixtral)

Language:PythonApache-2.0156100

awesome-RLHF

A curated list of reinforcement learning with human feedback resources (continually updated)

Apache-2.0290900

GNN-RecSys

Graph Neural Networks for Recommender Systems

Language:Python26700

fastai

The fastai deep learning library

Language:Jupyter NotebookApache-2.02578300

horovod

Distributed training framework for TensorFlow, Keras, PyTorch, and Apache MXNet.

Language:PythonNOASSERTION1403600

mml-book.github.io

Companion webpage to the book "Mathematics For Machine Learning"

Language:Jupyter Notebook1256700

kaggle-solutions

🏅 Collection of Kaggle Solutions and Ideas 🏅

Language:HTMLMIT384600

AI-RecommenderSystem

该仓库尝试整理推荐系统领域的一些经典算法模型

Language:Jupyter Notebook156000

DeepSpeed

DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.

Language:PythonApache-2.03333700

LoRA

Code for loralib, an implementation of "LoRA: Low-Rank Adaptation of Large Language Models"

Language:PythonMIT952300

yolov7

Implementation of paper - YOLOv7: Trainable bag-of-freebies sets new state-of-the-art for real-time object detectors

Language:Jupyter NotebookGPL-3.01294300

openpose

OpenPose: Real-time multi-person keypoint detection library for body, face, hands, and foot estimation

Language:C++NOASSERTION3020300

resume

An elegant \LaTeX\ résumé template. 大陆镜像 https://gods.coding.net/p/resume/git

Language:TeXMIT886000

recommenders

Best Practices on Recommendation Systems

Language:PythonMIT1825900

redisson

Redisson - Easy Redis Java client and Real-Time Data Platform. Valkey compatible. Sync/Async/RxJava/Reactive API. Over 50 Redis based Java objects and services: Set, Multimap, SortedSet, Map, List, Queue, Deque, Semaphore, Lock, AtomicLong, Map Reduce, Bloom filter, Spring Cache, Tomcat, Scheduler, JCache API, Hibernate, RPC, local cache ...

Language:JavaApache-2.02289400

DPlayer

:lollipop: Wow, such a lovely HTML5 danmaku video player

Language:JavaScriptMIT1515900