sourcecode369

essential-tricks-in-deeplearning

The repository is a concise guide to essential tricks for optimizing model performance in numerous ways.

llm-examples

Hub for powerful, pre-trained language models—fine-tune for diverse NLP tasks, generating human-like text across applications.

pytorch-fundamentals

Learn PyTorch basics: tensors, autograd, neural networks, and more with practical examples and tutorials. Beginner-friendly.

pytorch-intermediate-examples

Examples showcasing practical deep learning with PyTorch.

sonic-source-seperate

This repository focuses on algorithms, models, and techniques for isolating and extracting individual sources from mixed audio signals using advanced machine learning methods.

sonic-synth

This repository is a comprehensive guide and toolkit for music generation, featuring diverse algorithms, deep learning models, and creative techniques to inspire and assist in the composition of unique musical pieces.

deep-natural-language-processing

Curated implementation notebooks and scripts of deep learning based natural language processing tasks and challenges in TensorFlow.

deep-reinforcement-learning

Implementation notebooks and scripts of Deep Reinforcement learning Algorithms in PyTorch and TensorFlow.

Fundamentals-of-Deep-Learning-for-Computer-Vision-Nvidia

The repository includes Notebook files and documents of the course I completed in NVIDIA Deep Learning Institute. Feel free to acess and work with the Notebooks and other files.

ml-algorithms-on-scikit-and-keras

Implementation scripts of Machine Learning algorithms on Scikit-learn and Keras for complete novice..

sourcecode369/deep-natural-language-processing

Curated implementation notebooks and scripts of deep learning based natural language processing tasks and challenges in TensorFlow.

sourcecode369/unconventional-neural-networks

Implementation notebooks and scripts of Artistic CNN Models and Generative Models like GANs, VAEs, GMMs, Boltzmann Machine etc. in TensorFlow, and Python. This repo aims to understand and make amazing things out of Neural Network layers.

sourcecode369/tensorflow-1

An Open Source Machine Learning Framework for Everyone

sourcecode369/the-ultimate-nlp-repo

Natural language processing in PyTorch and TensorFlow

sourcecode369/Kaggle-Notebooks

This repository includes quality notebooks and scripts implemented on Kaggle platform in various competitions. This is a constant work in progress.

sourcecode369/computer-vision

Implementation notebooks and scripts of the computer vision nanodegree program from udacity in pytorch.

sourcecode369/deep-learning

Implementation notebooks and scripts of the Deep Learning Nanodegree Foundations program.

sourcecode369/TensorFlow-2.0

Implementation (Google Colaboratory) notebooks of AI Applications, Advanced Deep Learning techniques and Effective Guide for TensorFlow 2.0.

sourcecode369/Awesome-pytorch-list

A comprehensive list of pytorch related content on github,such as different models,implementations,helper libraries,tutorials etc.

sourcecode369/dentistry.ai-assignment

Implementation notebook of Image Classification and Image Segmentation in Python on Warwick-QU GlaS Dataset.

sourcecode369/supervised-learning-algorithms

Implementation notebooks and scripts of Supervised Learning Algorithms from scratch.

sourcecode369/BERT-related-papers

BERT-related papers

sourcecode369/bloc

sourcecode369/computer-vision-2

Implementation notebooks and scripts of computer vision projects in Keras, OpenCV and Python.

sourcecode369/EDD-third-party

The third-party implement of Encoder Dual Decoder method for table recognition

sourcecode369/EfficientNet-PyTorch

A PyTorch implementation of EfficientNet

sourcecode369/freezed-embeddings-impact

sourcecode369/google-research

Google Research

sourcecode369/Kaggle-Kernels

This repository contains my solutions to different Kaggle competitions and Datasets. It also includes kernels and techniques implemented and recreated by me.

sourcecode369/Multimodal-Toolkit

Multimodal model for text and tabular data with HuggingFace transformers as building block for text data

sourcecode369/pytorch-tutorials

Supporting code tutorials implemented using PyTorch

sourcecode369/resume

sourcecode369/segmentation_models.pytorch

Segmentation models with pretrained backbones. PyTorch.

sourcecode369/sentence-transformers

Sentence Embeddings with BERT & XLNet

sourcecode369/support-vector-machines

Implementation notebooks and scripts of Support Vector Machine algorithms implemented in Python from scratch.

sourcecode369/swa-tutorials-pytorch

Stochastic Weight Averaging Tutorials using pytorch.

sourcecode369/syntok

Text tokenization and sentence segmentation (segtok v2)

sourcecode369/the-incredible-pytorch

The Incredible PyTorch: a curated list of tutorials, papers, projects, communities and more relating to PyTorch.

sourcecode369/transformers

🤗Transformers: State-of-the-art Natural Language Processing for Pytorch and TensorFlow 2.0.

sourcecode369/vision-based-prediction

Deep Learning for Vision-based Prediction