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Code samples for my book "Neural Networks and Deep Learning"

Python 16,199 6,623 Updated Jun 2, 2024

Toolkit for attaching, training, saving and loading of new heads for transformer models

Jupyter Notebook 252 22 Updated Dec 2, 2024

A simple, modern and secure encryption tool (and Go library) with small explicit keys, no config options, and UNIX-style composability.

Go 17,679 513 Updated Dec 18, 2024

High-quality single file implementation of Deep Reinforcement Learning algorithms with research-friendly features (PPO, DQN, C51, DDPG, TD3, SAC, PPG)

Python 5,928 672 Updated Nov 14, 2024

Machine Learning Engineering Open Book

Python 12,034 731 Updated Dec 20, 2024

A concise but complete full-attention transformer with a set of promising experimental features from various papers

Python 4,912 424 Updated Dec 20, 2024

Solutions to coding problems of Java, Python and SQL that can occur through high-tier interviews or while implementing algorithms used here in daily jobs & preparation advices for interviews.

Python 92 30 Updated Dec 10, 2024

Bangla tutorial, reference and resource list on programming topics

Python 1,738 1,436 Updated Apr 2, 2024

Ray tutorials from Anyscale

Jupyter Notebook 595 196 Updated Nov 9, 2023

An Open-Source Framework for Prompt-Learning.

Python 4,402 457 Updated Jul 16, 2024

Must-read Papers on pre-trained language models.

3,331 436 Updated Nov 6, 2022

Must-read papers on prompt-based tuning for pre-trained language models.

4,112 382 Updated Jul 17, 2023

FastAPI Best Practices and Conventions we used at our startup

9,712 712 Updated Sep 3, 2024

PyTorch code for the RetoMaton paper: "Neuro-Symbolic Language Modeling with Automaton-augmented Retrieval" (ICML 2022)

Python 71 4 Updated Jul 16, 2022
Python 31 6 Updated May 15, 2022

Code and Models for the paper "End-to-End Training of Multi-Document Reader and Retriever for Open-Domain Question Answering" (NeurIPS 2021)

Python 108 10 Updated Apr 18, 2022

200+ detailed flashcards useful for reviewing topics in machine learning, computer vision, and computer science.

2,014 182 Updated Jun 12, 2024

Free MLOps course from DataTalks.Club

Jupyter Notebook 11,240 2,166 Updated Sep 9, 2024

πŸ“Ί Discover the latest machine learning / AI courses on YouTube.

16,077 1,925 Updated Jan 22, 2024

code of CycleGT

Python 86 14 Updated Jun 12, 2023

A Knowledge Grounded Conversation (KGC) Paper Reading List Maintained by Chuan Meng.

262 27 Updated Sep 22, 2021

Official Repository for "Achieving Conversational Goals with Unsupervised Post-hoc Knowledge Injection", ACL 2022

8 Updated Mar 15, 2022

Materials for ACL-2022 tutorial: Knowledge-Augmented Methods for Natural Language Processing

288 24 Updated Aug 8, 2022

Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.

Python 279,893 46,846 Updated Dec 2, 2024
Python 28 8 Updated Sep 5, 2021

A modular, primitive-first, python-first PyTorch library for Reinforcement Learning.

Python 2,426 324 Updated Dec 20, 2024

MultiDoc2Dial: Modeling Dialogues Grounded in Multiple Documents

Python 67 21 Updated May 19, 2022

This repository aims to map the ecosystem of artificial intelligence guidelines, principles, codes of ethics, standards, regulation and beyond.

1,277 170 Updated Nov 21, 2024

A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learning

17,732 2,265 Updated Dec 2, 2024

Toy example of an applied ML pipeline for me to experiment with MLOps tools.

Jupyter Notebook 207 33 Updated Jan 7, 2022
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