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Istanbul Techincal University
- Istanbul
- https://web.itu.edu.tr/durmush/
Stars
AIHawk aims to easy job hunt process by automating the job application process. Utilizing artificial intelligence, it enables users to apply for multiple jobs in a tailored way.
On-device AI across mobile, embedded and edge for PyTorch
Machine Learning Engineering Open Book
Forward Pass Learning and Inference Library, for neural networks and general intelligence, Signal Propagation (sigprop)
Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch
Ray is an AI compute engine. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.
[ICLR 2024] Fine-tuning LLaMA to follow Instructions within 1 Hour and 1.2M Parameters
A simple tool to convert SMPL-X model parameters to SUPR model parameters
Pytorch-based framework for solving parametric constrained optimization problems, physics-informed system identification, and parametric model predictive control.
A simple library for implementing common design patterns.
A collection of design patterns/idioms in Python
A curated list of software and architecture related design patterns.
Codebase of paper "Self-Improving Safety Performance of Reinforcement Learning Based Driving with Black-Box Verification Algorithms" published at ICRA 2023 📝
Implementation of Deep Reinforcement Learning Methods on Carla Simulation with Trainings Based on Scenarios đź’Ą
📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.
A Collection of Variational Autoencoders (VAE) in PyTorch.
Neural Network Compression Framework for enhanced OpenVINO™ inference
A toolkit for reproducible reinforcement learning research.
Google DeepMind's software stack for physics-based simulation and Reinforcement Learning environments, using MuJoCo.
Paper reading notes on Deep Learning and Machine Learning
Automatic differentiation with weighted finite-state transducers.
LabelImg is now part of the Label Studio community. The popular image annotation tool created by Tzutalin is no longer actively being developed, but you can check out Label Studio, the open source …
Implementation of popular deep learning networks with TensorRT network definition API
The largest collection of PyTorch image encoders / backbones. Including train, eval, inference, export scripts, and pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (V…