Priyam Basu's starred repositories
reinvent2021-aim408-high-performance-cost-effective-model-deployment-amazon-sagemaker
This repo contains demo code for reInvent2021 session AIM408 Achieve high performance and cost-effective model deployment
machine-learning-systems-design
A booklet on machine learning systems design with exercises. NOT the repo for the book "Designing Machine Learning Systems"
ClusterTransformer
Topic clustering library built on Transformer embeddings and cosine similarity metrics.Compatible with all BERT base transformers from huggingface.
BERT-related-papers
BERT-related papers
nlp-TaBERT-finetune
TaBERT fine-tune code
TaBERT
This repository contains source code for the TaBERT model, a pre-trained language model for learning joint representations of natural language utterances and (semi-)structured tables for semantic parsing. TaBERT is pre-trained on a massive corpus of 26M Web tables and their associated natural language context, and could be used as a drop-in replacement of a semantic parsers original encoder to compute representations for utterances and table schemas (columns).
NLP-Natural-Language-Processing
Projects and useful articles / links
generate_domain_specific_faq_paraphrase
In this repository, I will be encapsulating my Final Year Project work under the guidance of Assoc. Prof Chng Eng Siong and his team. This project is titled "Generating Domain-Specific Paraphrases of Questions from FAQ
mental-health-datasets
An evolving list of electronic media data sets used to model mental-health status.
awesome-document-similarity
A curated list of resources on document similarity measures (papers, tutorials, code, ...)
Getting-Started-with-Google-BERT
Build and train state-of-the-art natural language processing models using BERT
GRE-Preparation-Material
Free GRE Preparation Material
my-cs-degree
A CS degree with a focus on full-stack ML engineering, 2020
annotated_research_papers
This repo contains annotated research papers that I found really good and useful
Harassment-Corpus
Harassment Lexicon and Corpus
awesome-fastapi
A curated list of awesome things related to FastAPI
Tensorflow-TCN
Tensorflow eager implementation of Temporal Convolutional Network (TCN)
MLQuestions
Machine Learning and Computer Vision Engineer - Technical Interview Questions
keyphrase-generation-rl
Code for the ACL 19 paper "Neural Keyphrase Generation via Reinforcement Learning with Adaptive Rewards"