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amazonsagemakercourse

AWS Machine Learning Specialty Course

arc

The Abstraction and Reasoning Corpus

articles

Code related to my articles.

autogbt

AutoGBT is used for AutoML in a lifelong machine learning setting to classify large volume high cardinality data streams under concept-drift. AutoGBT was developed by a joint team ('autodidact.ai') from Flytxt, Indian Institute of Technology Delhi and CSIR-CEERI as a part of NIPS 2018 AutoML for Lifelong Machine Learning Challenge.

awesome-rl

Reinforcement learning resources curated

bayes-nn

Lecture notes on Bayesian deep learning

bayesian-machine-learning

Notebooks related to Bayesian methods for machine learning

bigearthnet

code-vault

Collection of useful notebooks and snippets

complete-python-3-bootcamp

Course Files for Complete Python 3 Bootcamp Course on Udemy

conda-merge

Tool to merge environment files of the conda package manager

contextualbandits

Python implementations of contextual bandits algorithms

cpo

Constrained Policy Optimization

customer_segmentation

An end-to-end project on customer segmentation

data-science-template

Template for a data science project

david-silver-reinforcement-learning

Notes for the Reinforcement Learning course by David Silver along with implementation of various algorithms.

deep-reinforcement-learning-hands-on

Hands-on Deep Reinforcement Learning, published by Packt

deep_representation_one_class

deploying-machine-learning-models

Example Repo for the Udemy Course "Deployment of Machine Learning Models"

dynamics-and-control

Jupyter notebooks for Dynamics and Control

efficient_python_tricks_and_tools_for_data_scientists

Efficient Python Tricks and Tools for Data Scientists

employee-future-prediction

Demo for Using GitHub Actions in MLOps

extend-ai-ml-assessment

factscore

A package to evaluate factuality of long-form generation. Original implementation of our EMNLP 2023 paper "FActScore: Fine-grained Atomic Evaluation of Factual Precision in Long Form Text Generation"

g2o

g2o: A General Framework for Graph Optimization

garage

A framework for reproducible reinforcement learning research

gradient-checkpointing

Make huge neural nets fit in memory

gym-vrep

Open-AI Gym extension for robotics based on V-REP

harold

An open-source systems and controls toolbox for Python3

ilqg

Python scripts for trajectory optimization method (iterative LQG)