Fan-Lu

LLM101n

LLM101n: Let's build a Storyteller

Mask_RCNN

Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow

d2l-en

Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 500 universities from 70 countries including Stanford, MIT, Harvard, and Cambridge.

machine-learning-interview

算法工程师-机器学习面试题总结

machine-learning-interview

Machine Learning Interviews from FAANG, Snapchat, LinkedIn. I have offers from Snapchat, Coupang, Stitchfix etc. Blog: mlengineer.io.

llm-action

本项目旨在分享大模型相关技术原理以及实战经验。

New-Grad-Positions

A collection of full time roles in SWE, Quant, and PM for new grads.

FinRL_Contest_2023

Starter kit and resources for ACM ICAIF 2023 FinRL Contest

ReinforcementLearning

Implementing Different Types of Reinforcement-Learning-Algorithms using different environments

LQR_python

MetisFL

The first open Federated Learning framework implemented in C++ and Python.

Bulk-Crap-Uninstaller

Remove large amounts of unwanted applications quickly.

pytorch-a2c-ppo-acktr-gail

PyTorch implementation of Advantage Actor Critic (A2C), Proximal Policy Optimization (PPO), Scalable trust-region method for deep reinforcement learning using Kronecker-factored approximation (ACKTR) and Generative Adversarial Imitation Learning (GAIL).

DeepRL-Tutorials

Contains high quality implementations of Deep Reinforcement Learning algorithms written in PyTorch

pytorch-a3c

PyTorch implementation of Asynchronous Advantage Actor Critic (A3C) from "Asynchronous Methods for Deep Reinforcement Learning".

DS-Career-Resources

Compilation of resources for aspiring data scientists

120-Data-Science-Interview-Questions

Answers to 120 commonly asked data science interview questions.

awesome-interview-questions

:octocat: A curated awesome list of lists of interview questions. Feel free to contribute! :mortar_board:

how-web-works

What happens behind the scenes when we type www.google.com in a browser?

system-design-primer

Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.

tech-interview-handbook

💯 Curated coding interview preparation materials for busy software engineers

coding-interview-university

A complete computer science study plan to become a software engineer.

Machine-Learning-Interviews

This repo is meant to serve as a guide for Machine Learning/AI technical interviews.

leetcode-master

《代码随想录》LeetCode 刷题攻略：200道经典题目刷题顺序，共60w字的详细图解，视频难点剖析，50余张思维导图，支持C++，Java，Python，Go，JavaScript等多语言版本，从此算法学习不再迷茫！🔥🔥 来看看，你会发现相见恨晚！🚀

PyAdvancedControl

Python codes for advanced control

oderl

Experiment code for "Continuous-Time Model-Based Reinforcement Learning"

google-research

Google Research

Apollo-11

Original Apollo 11 Guidance Computer (AGC) source code for the command and lunar modules.

tilecoding

Binary feature representations with tile coding

Artificial-Intelligence-Projects

Collection of Artificial Intelligence projects.