Rishabh Agarwal (agarwl)

agarwl

Geek Repo

Company:@google

Location:Montreal

Home Page:agarwl.github.io

Twitter:@agarwl_

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Rishabh Agarwal's starred repositories

tuning_playbook

A playbook for systematically maximizing the performance of deep learning models.

License:NOASSERTIONStargazers:26177Issues:0Issues:0

the-algorithm

Source code for Twitter's Recommendation Algorithm

Language:ScalaLicense:AGPL-3.0Stargazers:61947Issues:0Issues:0

From-0-to-Research-Scientist-resources-guide

Detailed and tailored guide for undergraduate students or anybody want to dig deep into the field of AI with solid foundation.

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minGPT

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

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batch_rl

Offline Reinforcement Learning (aka Batch Reinforcement Learning) on Atari 2600 games

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phd

A list of resources on how/why to do a PhD

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rliable

[NeurIPS'21 Outstanding Paper] Library for reliable evaluation on RL and ML benchmarks, even with only a handful of seeds.

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modern-unix

A collection of modern/faster/saner alternatives to common unix commands.

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rl-baselines3-zoo

A training framework for Stable Baselines3 reinforcement learning agents, with hyperparameter optimization and pre-trained agents included.

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Tools-to-Design-or-Visualize-Architecture-of-Neural-Network

Tools to Design or Visualize Architecture of Neural Network

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farrowandball

a set of farrow&ball-inspired palettes for ggplot2

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deepmind-research

This repository contains implementations and illustrative code to accompany DeepMind publications

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bsuite

bsuite is a collection of carefully-designed experiments that investigate core capabilities of a reinforcement learning (RL) agent

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tensorflow-eager-tutorials

Simple tutorials for building neural networks with TensorFlow Eager mode.

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awesome-deep-rl

For deep RL and the future of AI.

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Practical_RL

A course in reinforcement learning in the wild

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DeepLearningZeroToAll

TensorFlow Basic Tutorial Labs

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machine-learning-for-software-engineers

A complete daily plan for studying to become a machine learning engineer.

License:CC-BY-SA-4.0Stargazers:28023Issues:0Issues:0

getting-a-gig

Guide for getting a gig as a tech student.

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complex

Source code for experiments in the papers "Complex Embeddings for Simple Link Prediction" (ICML 2016) and "Knowledge Graph Completion via Complex Tensor Factorization" (JMLR 2017).

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Deep-Learning-Papers-Reading-Roadmap

Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!

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TensorFlow-Examples

TensorFlow Tutorial and Examples for Beginners (support TF v1 & v2)

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paper-notes

Random notes on papers, likely a short-term repo.

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dive-into-machine-learning

Free ways to dive into machine learning with Python and Jupyter Notebook. Notebooks, courses, and other links. (First posted in 2016.)

License:CC-BY-4.0Stargazers:11255Issues:0Issues:0

tensorflow

An Open Source Machine Learning Framework for Everyone

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awesome-machine-learning

A curated list of awesome Machine Learning frameworks, libraries and software.

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ucr-cs100

open source software construction course

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