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backtobackswe-solutions

Legacy Code Examples For Back To Back SWE Lessons

carousel_bandits

Source code and data from the RecSys 2020 article "Carousel Personalization in Music Streaming Apps with Contextual Bandits" by W. Bendada, G. Salha and T. Bontempelli

conformative-filtering

Implementation of Conformative Filtering for Implicit Feedback Data

cracking-the-coding-interview-python-solutions-and-explanations

Cracking the Coding Interview in Python 3. The solutions all have detailed explanations with visuals.

crosscbr

data-science-on-aws

demo-ai-aws

diplomacy_cicero

Code for Cicero, an AI agent that plays the game of Diplomacy with open-domain natural language negotiation.

graphsage

Representation learning on large graphs using stochastic graph convolutions.

hackerrank-solutions

hackerrank solutions github | hackerrank all solutions | hackerrank solutions for java | hackerrank video tutorial | hackerrank cracking the coding interview solutions | hackerrank data structures | hackerrank solutions algorithms | hackerrank challenge | hackerrank coding challenge | hackerrank algorithms solutions github| hackerrank problem solving | hackerrank programs solutions | JAVAAID |all hackerrank solutions | Coding Interview Preparation

handson-ecir2021

hlta

Provides functions for hierarchical latent tree analysis on text data for hierarchical topic detection

llm-colosseum

Benchmark LLMs by fighting in Street Fighter 3! The new way to evaluate the quality of an LLM

llm-course

Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.

llm-viz

3D Visualization of an GPT-style LLM

mamba-notes

Notes on the Mamba and the S4 model (Mamba: Linear-Time Sequence Modeling with Selective State Spaces)

nlpaug

Data augmentation for NLP

product-nets

Tensorflow implementation of Product-based Neural Networks. An extended version is at https://github.com/Atomu2014/product-nets-distributed.

product-nets-distributed

distributed version of product-nets

pytorch-llama

LLaMA 2 implemented from scratch in PyTorch

pytorch-lora

LORA: Low-Rank Adaptation of Large Language Models implemented using PyTorch

pytorch-stable-diffusion

Stable Diffusion implemented from scratch in PyTorch

pytorch-transformer

Attention is all you need implementation

quantization-notes

Notes on quantization in neural networks

recsys2019_deeplearning_evaluation

This is the repository of our article published in RecSys 2019 "Are We Really Making Much Progress? A Worrying Analysis of Recent Neural Recommendation Approaches" and of several follow-up studies.

recsys2021-pursuing-privacy

sdesheet

transformer-from-scratch-notes

Notes about "Attention is all you need" video (https://www.youtube.com/watch?v=bCz4OMemCcA)

vega

AutoML tools chain