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30-days-of-reinforcement-learning

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

advent-of-code

articles

A repository for the source code, notebooks, data, files, and other assets used in the data science and machine learning articles on LearnDataSci

bokeh

Interactive Data Visualization in the browser, from Python

bokeh-test

botorch

Bayesian optimization in PyTorch

chai-prep

Preparing for the CHAI programming assignment

chatbot-interface

A simple chatbot interface.

cifar-10-100n

Human annotated noisy labels for CIFAR-10 and CIFAR-100.

climate-data-science

Climate Data Science and Earth Observation with Python.

climate-surrogate-model

Emulating the UKESM1.0 climate model for precipitation, surface temperature and snow thickness using a Gaussian Process.

cljtudes

ctci

ctpy

dlaicourse

Notebooks for learning deep learning

dlspecialisation

deeplearning.ai coursework

dm-haiku

JAX-based neural network library

docker-python

Kaggle Python docker image

docker-tutorial

docs

TensorFlow documentation

dtchess

High-level interpretability on language models fine-tuned to play chess.

emukit

A Python-based toolbox of various methods in uncertainty quantification and statistical emulation: multi-fidelity, experimental design, Bayesian optimisation, Bayesian quadrature, etc.

emukit.github.io

Emukit website

evals

Evals is a framework for evaluating LLMs and LLM systems, and an open-source registry of benchmarks.

flake8-bugbear

A plugin for Flake8 finding likely bugs and design problems in your program. Contains warnings that don't belong in pyflakes and pycodestyle.

flashcards

get-station-data

Easily grab weather station data from around the globe

gpt-2

Code for the paper "Language Models are Unsupervised Multitask Learners"

gpt-weather

Investigating Cambridge airport weather data using GPTs

gpyopt

Gaussian Process Optimization using GPy