ChulanZhang
Ph.D. Candidate at ECE Purdue University Graduate Research&Teaching Assistant
Purdue UniversityWest Lafayette
ChulanZhang's Stars
codecrafters-io/build-your-own-x
Master programming by recreating your favorite technologies from scratch.
labmlai/annotated_deep_learning_paper_implementations
🧑🏫 60+ Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠
commaai/openpilot
openpilot is an operating system for robotics. Currently, it upgrades the driver assistance system on 275+ supported cars.
microsoft/DeepSpeed
DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.
fastai/fastai
The fastai deep learning library
karpathy/llm.c
LLM training in simple, raw C/CUDA
ddbourgin/numpy-ml
Machine learning, in numpy
datawhalechina/leedl-tutorial
《李宏毅深度学习教程》(李宏毅老师推荐👍,苹果书🍎),PDF下载地址:https://github.com/datawhalechina/leedl-tutorial/releases
amusi/Deep-Learning-Interview-Book
深度学习面试宝典(含数学、机器学习、深度学习、计算机视觉、自然语言处理和SLAM等方向)
Farama-Foundation/Gymnasium
An API standard for single-agent reinforcement learning environments, with popular reference environments and related utilities (formerly Gym)
itcharge/LeetCode-Py
⛽️「算法通关手册」:超详细的「算法与数据结构」基础讲解教程,从零基础开始学习算法知识,850+ 道「LeetCode 题目」详细解析,200 道「大厂面试热门题目」。
dunwu/linux-tutorial
:penguin: Linux教程,主要内容:Linux 命令、Linux 系统运维、软件运维、精选常用Shell脚本
cs230-stanford/cs230-code-examples
Code examples in pyTorch and Tensorflow for CS230
YosysHQ/yosys
Yosys Open SYnthesis Suite
Visualize-ML/Book2_Beauty-of-Data-Visualization
Book_2_《可视之美》 | 鸢尾花书:从加减乘除到机器学习,欢迎批评指正
pytorch/rl
A modular, primitive-first, python-first PyTorch library for Reinforcement Learning.
huggingface/course
The Hugging Face course on Transformers
xinshuoweng/AB3DMOT
(IROS 2020, ECCVW 2020) Official Python Implementation for "3D Multi-Object Tracking: A Baseline and New Evaluation Metrics"
mit-han-lab/torchsparse
[MICRO'23, MLSys'22] TorchSparse: Efficient Training and Inference Framework for Sparse Convolution on GPUs.
ShanghaiTechAIClub/DLInterview
Deep Learning Interview 深度学习面试题目汇总
snap-research/EfficientFormer
EfficientFormerV2 [ICCV 2023] & EfficientFormer [NeurIPs 2022]
berkeley-abc/abc
ABC: System for Sequential Logic Synthesis and Formal Verification
THU-MIG/RepViT
RepViT: Revisiting Mobile CNN From ViT Perspective [CVPR 2024] and RepViT-SAM: Towards Real-Time Segmenting Anything
yangqy1110/Diffusion-Models
扩散模型原理和pytorch代码实现初学资料汇总
ProgramTraveler/Road-To-Autonomous-Driving
自动驾驶散修一枚 -> 记录自己对自动驾驶的学习过程和相关学习链接
Roc-J/deepLearning_Interview100questions
七月在线学习整理-深度学习面试100题
laobadao/Deep-Learning-Interview
深度学习面试汇总,基本知识点的查漏补缺
linksdl/meta-project-self_driving_cars_resources
This project for self-driving cars learning
The-OpenROAD-Project/yosys
Logic synthesis and ABC based optimization
Abdullah-khan0/50-Days-OfCode-DeepLearning