Ali Serwat's starred repositories

raptor

Code basis for the Realtime adAPtative detecTOR (first published and referred to at IEEE ICRA 2014)

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YaFSDP

YaFSDP: Yet another Fully Sharded Data Parallel

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NLP-Journey

Embarking on my NLP journey! This repo tracks my progress with code, projects, and notes. Join me as I explore data, models, and applications. Let's learn together!

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citationchaser

Perform forward and backward citation chasing as part of an evidence synthesis project

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ragas

Evaluation framework for your Retrieval Augmented Generation (RAG) pipelines

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TrailBlazer

TrailBlazer: Trajectory Control for Diffusion-Based Video Generation

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mimicgen

This code corresponds to simulation environments used as part of the MimicGen project.

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robocasa

RoboCasa: Large-Scale Simulation of Everyday Tasks for Generalist Robots

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Awesome-Quantization-Papers

List of papers related to neural network quantization in recent AI conferences and journals.

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MIT-6.5940

All Homeworks for TinyML and Efficient Deep Learning Computing 6.5940 • Fall • 2023 • https://efficientml.ai

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cs231n

Stanford CS231n Convolutional Neural Networks for Visual Recognition Assignments

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cs231n

Shortest solutions for CS231n 2021-2024

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smoothquant

[ICML 2023] SmoothQuant: Accurate and Efficient Post-Training Quantization for Large Language Models

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chinamatt_youtube

Code for youtube channel

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Mathematics-for-Machine-Learning-and-Data-Science-Specialization-Coursera

Mathematics for Machine Learning and Data Science Specialization - Coursera - deeplearning.ai - solutions and notes

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Mathematics-for-Machine-Learning-and-Data-Science-Specialization

Master the Toolkit of AI and Machine Learning. Mathematics for Machine Learning and Data Science is a beginner-friendly Specialization where you’ll learn the fundamental mathematics toolkit of machine learning: calculus, linear algebra, statistics, and probability.

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EMO-Disentanger

This is the official repository of ISMIR 2024 paper "Emotion-driven Piano Music Generation via Two-stage Disentanglement and Functional Representation"

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ann-benchmarks

Benchmarks of approximate nearest neighbor libraries in Python

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awesome

😎 Awesome lists about all kinds of interesting topics

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awesome-machine-learning-interpretability

A curated list of awesome responsible machine learning resources.

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RedPajama-Data

The RedPajama-Data repository contains code for preparing large datasets for training large language models.

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chroma

the AI-native open-source embedding database

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Py4SciComp

Python for Scientific Computing (FEniCS, PyTorch, VTK)

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MONAILabel

MONAI Label is an intelligent open source image labeling and learning tool.

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tutorials

MONAI Tutorials

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