gokulsg

Advanced-Machine-Learning-Specialization

Advanced Machine Learning Specialization on Coursera

AFD-dataset

Large-Scale Specific Asian Face Dataset

AIAproject-FittingRoom

Virtual Try-On scheme base on cycleGAN

ASR-Wav2vec

Automatic Speech Recognition using wav2vec

Attention-is-all-you-need-implementation-from-scratch

Implemenation of the paper 'Attention is all you need' (Transformers) from Scratch

BERT-and-Friends

This repository contains the complete code for the BERT and Friends final Project

Diacritization

Diacritization of czech alphabets using Sliding window Neural networks and RNN

Face3D-Pytorch

3D Face Recognition, implemented with PyTorch

POS-tagging-BiLSTM

POS Tagging using BiLSTM and BiGRU

Sentiment-Classification-using-contextualized-word-embeddings

Sentiment classification using static and contextualized word embeddings

gokulsg/Face3D-Pytorch

3D Face Recognition, implemented with PyTorch

gokulsg/BERT-and-Friends

This repository contains the complete code for the BERT and Friends final Project

gokulsg/ASR-Wav2vec

Automatic Speech Recognition using wav2vec

gokulsg/Attention-is-all-you-need-implementation-from-scratch

Implemenation of the paper 'Attention is all you need' (Transformers) from Scratch

gokulsg/Cakechat

gokulsg/CNN-cifar10-pytorch

This repository contatins code for Classifying the images using CNN

gokulsg/Diacritization

Diacritization of czech alphabets using Sliding window Neural networks and RNN

gokulsg/gokulsg.github.io

Public Website

gokulsg/HBERT

HBERT

gokulsg/LDA

Implementation of LDA (Latent Dirichlet Allocation) using Gibbs Sampling

gokulsg/ml-with-audio

HF's ML for Audio study group

gokulsg/Neural-Network-Training-and-Optimization

This repository contations the complete code for backpropagation and training of neural networks implemented from scratch using numpy

gokulsg/POS-tagging-BiLSTM

POS Tagging using BiLSTM and BiGRU

gokulsg/Sentiment-Classification-using-contextualized-word-embeddings

Sentiment classification using static and contextualized word embeddings

gokulsg/Statistical-NLP

This repository contains python code for zipf's law, Random text generation and Statistical Dependence (Pointwise mutual Information)

gokulsg/text-summarisation-project

A tutorial on how to set up a text summarisation project

gokulsg/transformers

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

gokulsg/Transformers-Tutorials

This repository contains demos I made with the Transformers library by HuggingFace.

gokulsg/BERT-models-complete-code

This repository contains the complete code for the BERT models implemented from scratch

gokulsg/deep-rl-class

This repo contain the syllabus of the Hugging Face Deep Reinforcement Learning Class.

gokulsg/DeepSpeedExamples

Example models using DeepSpeed

gokulsg/extreme-bert

ExtremeBERT is a toolkit that accelerates the pretraining of customized language models on customized datasets, described in the paper “ExtremeBERT: A Toolkit for Accelerating Pretraining of Customized BERT”.

gokulsg/fastbook

The fastai book, published as Jupyter Notebooks

gokulsg/FastSpeech2

PyTorch Implementation of FastSpeech 2 : Fast and High-Quality End-to-End Text to Speech

gokulsg/galai

Model API for GALACTICA

gokulsg/llama_index

LlamaIndex (formerly GPT Index) is a data framework for your LLM applications

gokulsg/Multimodal_multioutput_classification

Multimodal Semantic Representation project code

gokulsg/Transformers-for-NLP-2nd-Edition

Under the hood working of transformers, fine-tuning GPT-3 models, DeBERTa, vision models, and the start of Metaverse, using a variety of NLP platforms: Hugging Face, OpenAI API, Trax, and AllenNLP

gokulsg/TTS

:robot: :speech_balloon: Deep learning for Text to Speech (Discussion forum: https://discourse.mozilla.org/c/tts)

gokulsg/youtube-tutorials-AssemblyAI

Companion code for tutorials on the AssemblyAI YouTube channel