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annotated_deep_learning_paper_implementations

🧑‍🏫 59 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

auquantoolbox

Backtesting toolbox for trading strategies

awesome-gpt-4

awesome-remote-sensing-change-detection

List of datasets, codes, and contests related to remote sensing change detection

carbon-budget

Calculate gross GHG emissions, gross carbon removals (sequestration), and net flux from forests globally

causality

Notes, exercises and other materials related to causal inference, causal discovery and causal ML.

courses

This repository is a curated collection of links to various courses and resources about Artificial Intelligence (AI)

data-science-ipython-notebooks

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.

deep-reinforcement-learning-hands-on

Hands-on Deep Reinforcement Learning, published by Packt

deep-reinforcement-learning-hands-on-second-edition

Deep-Reinforcement-Learning-Hands-On-Second-Edition, published by Packt

dl-fundamentals

Deep Learning Fundamentals -- Code material and exercises

fastbook

The fastai book, published as Jupyter Notebooks

faster-pytorch-blog

Outlining techniques for improving the training performance of your PyTorch model without compromising its accuracy

financepy

A Python Finance Library that focuses on the pricing and risk-management of Financial Derivatives, including fixed-income, equity, FX and credit derivatives.

isl

islingtonapp

juandbeltranp

Config files for my GitHub profile.

langchain

⚡ Building applications with LLMs through composability ⚡

machine-learning-book

Code Repository for Machine Learning with PyTorch and Scikit-Learn

machinelearning-qandai-book

Machine Learning Q and AI book

modern-time-series-forecasting-with-python

Modern Time Series Forecasting with Python, published by Packt

nanogpt

The simplest, fastest repository for training/finetuning medium-sized GPTs.

online-cv

open-cd

A Change Detection Repo Standing on the Shoulders of Giants

pairs_trading

pdf

pytorch-template

PyTorch deep learning projects made easy.

quant-trading

Python quantitative trading strategies including VIX Calculator, Pattern Recognition, Commodity Trading Advisor, Monte Carlo, Options Straddle, Shooting Star, London Breakout, Heikin-Ashi, Pair Trading, RSI, Bollinger Bands, Parabolic SAR, Dual Thrust, Awesome, MACD

readings

techniques

Techniques for deep learning with satellite & aerial imagery