Juan D Beltran's repositories
dl-fundamentals
Deep Learning Fundamentals -- Code material and exercises
FinancePy
A Python Finance Library that focuses on the pricing and risk-management of Financial Derivatives, including fixed-income, equity, FX and credit derivatives.
fastbook
The fastai book, published as Jupyter Notebooks
carbon-budget
Calculate gross GHG emissions, gross carbon removals (sequestration), and net flux from forests globally
Modern-Time-Series-Forecasting-with-Python
Modern Time Series Forecasting with Python, published by Packt
causality
Notes, exercises and other materials related to causal inference, causal discovery and causal ML.
auquantoolbox
Backtesting toolbox for trading strategies
langchain
⚡ Building applications with LLMs through composability ⚡
open-cd
A Change Detection Repo Standing on the Shoulders of Giants
awesome-remote-sensing-change-detection
List of datasets, codes, and contests related to remote sensing change detection
nanoGPT
The simplest, fastest repository for training/finetuning medium-sized GPTs.
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.
MachineLearning-QandAI-book
Machine Learning Q and AI book
machine-learning-book
Code Repository for Machine Learning with PyTorch and Scikit-Learn
courses
This repository is a curated collection of links to various courses and resources about Artificial Intelligence (AI)
techniques
Techniques for deep learning with satellite & aerial imagery
faster-pytorch-blog
Outlining techniques for improving the training performance of your PyTorch model without compromising its accuracy
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, ... 🧠
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
Deep-Reinforcement-Learning-Hands-On-Second-Edition
Deep-Reinforcement-Learning-Hands-On-Second-Edition, published by Packt
Deep-Reinforcement-Learning-Hands-On
Hands-on Deep Reinforcement Learning, published by Packt
pytorch-template
PyTorch deep learning projects made easy.
Machine-Learning-for-Algorithmic-Trading-Second-Edition_Original
Machine Learning for Algorithmic Trading, Second Edition - published by Packt