Hyperparameter Tuning with Python

DeerFlow is a community-driven Deep Research framework, combining language models with tools like web search, crawling, and Python execution, while contributing back to the open-source community.

A professionally curated list of awesome Conformal Prediction videos, tutorials, books, papers, PhD and MSc theses, articles and open-source libraries.

Calculates various features from time series data. Python implementation of the R package tsfeatures.

Practical Guide to Applied Conformal Prediction, published by Packt

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

A Python 3 replication of Zipf's Law slope generated using stochastic process

Causal Inference and Discovery in Python by Packt Publishing

Python toolkit for quantitative finance

Source code accompanying O'Reilly book: Machine Learning Design Patterns

A minimal PyTorch re-implementation of the OpenAI GPT (Generative Pretrained Transformer) training

Jupyter notebooks for the Natural Language Processing with Transformers book

AutoGluon: AutoML for Text, Image, and Tabular Data

Benchmarking Utilities for AutoGluon

Lightning ⚡️ fast forecasting with statistical and econometric models.

The repository to showcase the best framework for tabular data - the Awesome CatBoost

Errata and code for Effective Pandas book

Dermatology ddx dataset, Jax implementations of Monte Carlo conformal prediction, plausibility regions and statistical annotation aggregation from our recent work on uncertain ground truth (TMLR'23…

Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.

Sample pentest report provided by TCM Security

The Social-Engineer Toolkit (SET) repository from TrustedSec - All new versions of SET will be deployed here.

State-of-the-art Machine Learning for the web. Run 🤗 Transformers directly in your browser, with no need for a server!

TensorFlow's Visualization Toolkit

A work in progress to build out solutions in Rust for MLOPs