mbavar

Mohammad Bavarian's starred repositories

improved_contrastive_divergence

[ICML'21] Improved Contrastive Divergence Training of Energy Based Models

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ddpg

PyTorch implementation of DDPG with Hindsight Experience Replay (HER)

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dagster

An orchestration platform for the development, production, and observation of data assets.

Language:PythonApache-2.01101900

luigi

Luigi is a Python module that helps you build complex pipelines of batch jobs. It handles dependency resolution, workflow management, visualization etc. It also comes with Hadoop support built in.

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machine-learning-systems-design

A booklet on machine learning systems design with exercises. NOT the repo for the book "Designing Machine Learning Systems"

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horovod

Distributed training framework for TensorFlow, Keras, PyTorch, and Apache MXNet.

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Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep learning.

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gt-nlp-class

Course materials for Georgia Tech CS 4650 and 7650, "Natural Language"

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transformers

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

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awesome-design-patterns

A curated list of software and architecture related design patterns.

3868500

SystemProgramming

Angrave's Crowd-Sourced System Programming Book used at UIUC

547800

algernon

Small self-contained pure-Go web server with Lua, Teal, Markdown, Ollama, HTTP/2, QUIC, Redis and PostgreSQL support

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sorting_algorithm_visualization_and_aurlization_in_a_swift_playground

I put it all in the title :p WWDC 2019 scholarship application.

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hound

Lightning fast code searching made easy

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art-DCGAN

Modified implementation of DCGAN focused on generative art. Includes pre-trained models for landscapes, nude-portraits, and others.

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DeepLearningProject

An in-depth machine learning tutorial introducing readers to a whole machine learning pipeline from scratch.

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go-patterns

Curated list of Go design patterns, recipes and idioms

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DeepPavlov

An open source library for deep learning end-to-end dialog systems and chatbots.

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modern-cpp-features

A cheatsheet of modern C++ language and library features.

MIT1937700

nips-ad-placement-challenge

The winning solution to the Ad Placement Challenge (NIPS'17 Causal Inference and Machine Learning Workshop)

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pix2pixHD

Synthesizing and manipulating 2048x1024 images with conditional GANs

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stargan

StarGAN - Official PyTorch Implementation (CVPR 2018)

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pytorch-a2c-ppo-acktr-gail

PyTorch implementation of Advantage Actor Critic (A2C), Proximal Policy Optimization (PPO), Scalable trust-region method for deep reinforcement learning using Kronecker-factored approximation (ACKTR) and Generative Adversarial Imitation Learning (GAIL).

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