Official PyTorch implementation of the paper IRSRMamba: Infrared Image Super-Resolution via Mamba-based Wavelet Transform Feature Modulation Model.

18 Lessons, Get Started Building with Generative AI 🔗 https://microsoft.github.io/generative-ai-for-beginners/

Python toolkit for quantitative finance

The source code for 'Data Structures and Algorithms in Python' by Goodrich, Tamassia, Goldwasser

刷算法全靠套路，认准 labuladong 就够了！English version supported! Crack LeetCode, not only how, but also why.

This project implements a real-time image and video object detection classifier using pretrained yolov3 models.

Easy training on custom dataset. Various backends (MobileNet and SqueezeNet) supported. A YOLO demo to detect raccoon run entirely in brower is accessible at https://git.io/vF7vI (not on Windows).

Quantitative Finance book

Research project implementation for the ICAIF'21 publication and Master's Thesis. ITS-SentARL => Intelligent Trading Systems: A Sentiment-Aware Reinforcement Learning Approach

A guide to contributing to open source

Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.

A project page template for academic papers. Demo at https://eliahuhorwitz.github.io/Academic-project-page-template/

A JAX research toolkit for building, editing, and visualizing neural networks.

Highly commented implementations of Transformers in PyTorch

High-quality single file implementation of Deep Reinforcement Learning algorithms with research-friendly features (PPO, DQN, C51, DDPG, TD3, SAC, PPG)

Machine Learning Q and AI book

Deep learning for audio processing

Deep Learning for Computer Vision

All course materials for the Zero to Mastery Deep Learning with TensorFlow course.

A full Python pipeline that allows for the scraping, summarization and sentiment calculation for stock and crypto news.

Twitter Sentiment Analysis with Deep Learning using BERT and Hugging Face

Enhancing Stock Market Forecasts with Double Deep Q-Network in Volatile Stock Market Environments - Dataset

Lectures for Udemy - Complete Python Bootcamp Course

detailed notes on computer science topics, in one page

Python Data Science Handbook: full text in Jupyter Notebooks

The Jupyter Notebooks behind my OReilly report, "A Whirlwind Tour of Python"

This repository represents work in progress for the Worldquant University Capstone Project titled: Asset Portfolio Management using Deep Reinforcement Learning (DRL). The work presented explores th…

RNN(SimpleRNN, LSTM, GRU) Tensorflow2.0 & Keras Notebooks (Workshop materials)