shamanez

A3C-with-GAIL-

This is an implementation of A3C with GAIL for Target Driven Visual Navigation

BERT-like-is-All-You-Need

The code for our INTERSPEECH 2020 paper - Jointly Fine-Tuning "BERT-like'" Self Supervised Models to Improve Multimodal Speech Emotion Recognition

GAIL-with-WGAN-loss-for-the-Discriminator

This is about imitation learning using PPO and WGAN-GP loss. This is heavily influenced by GAIL-PPO repository in following link - https://github.com/uidilr/gail_ppo_tf. My agent will get converged to perform his task around 3384 iterations.

IMU-PLOS_LSTM

Using LSTM networks to train IMU data by PLOS - This is custom LSTM-RNN .

Self-Supervised-Embedding-Fusion-Transformer

The code for our IEEE ACCESS (2020) paper Multimodal Emotion Recognition with Transformer-Based Self Supervised Feature Fusion.

sementic-search-with-PEFT

Semantic Search with PEFT and Transformers

SummarizeMe-Digital-Journal

Weakly-supervised BART-based autobiographical text summarization model.

Target-Driven-Visual-Navigation-with-Distributed-PPO

This repository has used AI2THOR CVPR data set.

Variational-Discriminator-Bottleneck-Tensorflow-Implementation

Variational Discriminator Bottleneck: Improving Imitation Learning, Inverse RL, and GANs by Constraining Information Flow - Tensorlfow Implementation

VUSFA-Variational-Universal-Successor-Features-Approximator

This repository contains implementations of the paper VUSFA

shamanez/BERT-like-is-All-You-Need

The code for our INTERSPEECH 2020 paper - Jointly Fine-Tuning "BERT-like'" Self Supervised Models to Improve Multimodal Speech Emotion Recognition

shamanez/Self-Supervised-Embedding-Fusion-Transformer

The code for our IEEE ACCESS (2020) paper Multimodal Emotion Recognition with Transformer-Based Self Supervised Feature Fusion.

shamanez/VUSFA-Variational-Universal-Successor-Features-Approximator

This repository contains implementations of the paper VUSFA

shamanez/Target-Driven-Visual-Navigation-A3C-USF-LSTM

Added the LSTM node prior to the policy and the USF apprximation

shamanez/llm-autoeval

Automatically evaluate your LLMs in Google Colab

shamanez/SummarizeMe-Digital-Journal

Weakly-supervised BART-based autobiographical text summarization model.

shamanez/LLM-Continual-Learning-Papers

Must-read Papers on Large Language Model (LLM) Continual Learning

shamanez/sementic-search-with-PEFT

Semantic Search with PEFT and Transformers

shamanez/alignment-handbook

Robust recipes to align language models with human and AI preferences

shamanez/awsome-distributed-training

Collection of best practices, reference architectures, model training examples and utilities to train large models on AWS.

shamanez/BlockMerge_Gradient

Merge Transformers language models by use of gradient parameters.

shamanez/checkpoint-upload

This is to upload-small-checkpoints

shamanez/databricks-test

This is to check the file import from github to databricks

shamanez/Domain-Specific-IR

Information retrieval improved by a lot over the last year specially with pretrained language models. But the main bottleneck is scarcity of domain specific QA pairs.

shamanez/e17-4yp-Large-Language-Models-in-Education

The project targets to explore the use of Large Language models in education and develop an intelligent tutor.

shamanez/examples

repository of example scripts, notebooks, projects

shamanez/Megatron-LM

Ongoing research training transformer models at scale

shamanez/mlops-zoomcamp

Free MLOps course from DataTalks.Club

shamanez/multiprocessing-tutorials

shamanez/One-Shot-Learing-with-Center-Loss

This is a modified version of the Open-face implementation that can be used with custom data sets.

shamanez/peft

🤗 PEFT: State-of-the-art Parameter-Efficient Fine-Tuning.

shamanez/portfolio

This repository contains the details about my project and things happening in my life.

shamanez/pygaggle

a gaggle of deep neural architectures for text ranking and question answering, designed for Pyserini

shamanez/qa-dataset-converter

Code from the paper "What do Models Learn from Question Answering Datasets?" (EMNLP 2020)

shamanez/RAG-end2end-datasets

Datasets used in RAG-end2end repositories.

shamanez/ReAtt

Retrieval as Attention

shamanez/ROUGE-score-stat

this is a repo that calculate the statistical significant between ROUGE scores

shamanez/transformers

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

shamanez/VQ-Rec

[WWW'23] PyTorch implementation for "Learning Vector-Quantized Item Representation for Transferable Sequential Recommenders".

shamanez/VR-comfort

Contains the data cleaning and model development code.