ms-heidari's Projects
Advanced algorithms course of Shahid Beheshti University
AutoML library for deep learning
:memo: An awesome Data Science repository to learn and apply for real world problems.
Uplift modeling and causal inference with machine learning algorithms
Data Mining e-Course of Computer Science Faculty of Shahid Beheshti University. Winter 2022
Digital Signal Processing - Theory and Computational Examples
Theory of digital signal processing (DSP): signals, filtration (IIR, FIR, CIC, MAF), transforms (FFT, DFT, Hilbert, Z-transform) etc.
FSL-Mate: A collection of resources for few-shot learning (FSL).
Fourth iteration of my personal website built with Gatsby
ā” Building applications with LLMs through composability ā”
LibFewShot: A Comprehensive Library for Few-shot Learning. TPAMI 2023.
QLoRA: Efficient Finetuning of Quantized LLMs
Clone a voice in 5 seconds to generate arbitrary speech in real-time
Project for Machine Learning Course in Shahid Beheshti University
š« Industrial-strength Natural Language Processing (NLP) in Python
Washington University (in St. Louis) Course T81-558: Applications of Deep Neural Networks
Techniques for deep learning with satellite & aerial imagery
š¤ Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
YOLOv5 š in PyTorch > ONNX > CoreML > TFLite