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This repo is meant to serve as a guide for Machine Learning/AI technical interviews.

Jupyter Notebook 6,502 1,165 Updated Jun 23, 2025

Fully open reproduction of DeepSeek-R1

Python 24,951 2,320 Updated Jul 3, 2025

This repo contains demo code for reInvent2021 session AIM408 Achieve high performance and cost-effective model deployment

Jupyter Notebook 10 3 Updated Jun 22, 2022

Pytorch implementation of JointBERT: "BERT for Joint Intent Classification and Slot Filling"

Python 1 Updated Jun 12, 2023

PyTorch extensions for high performance and large scale training.

Python 3,336 289 Updated Apr 26, 2025

JARVIS, a system to connect LLMs with ML community. Paper: https://arxiv.org/pdf/2303.17580.pdf

Python 24,210 2,031 Updated Sep 26, 2024

Summaries and resources for Designing Machine Learning Systems book (Chip Huyen, O'Reilly 2022)

2,814 442 Updated Jun 30, 2024

A booklet on machine learning systems design with exercises. NOT the repo for the book "Designing Machine Learning Systems"

HTML 9,464 1,476 Updated Apr 15, 2023

Topic clustering library built on Transformer embeddings and cosine similarity metrics.Compatible with all BERT base transformers from huggingface.

Python 43 15 Updated Jun 11, 2021

BERT-related papers

2,050 280 Updated Aug 12, 2023
Jupyter Notebook 3 Updated Sep 18, 2021

End-to-end neural table-text understanding models.

Python 1,185 219 Updated Jul 22, 2024

TaBERT fine-tune code

Python 5 3 Updated Oct 15, 2020

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 p…

Python 600 66 Updated Aug 26, 2021

Shared repository for open-sourced projects from the Google AI Language team.

Python 1,686 351 Updated Jun 18, 2025

Projects and useful articles / links

Jupyter Notebook 414 79 Updated Nov 25, 2024

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 …

92E7 Python 1 Updated May 10, 2021

An evolving list of electronic media data sets used to model mental-health status.

Python 426 75 Updated Sep 3, 2021
Jupyter Notebook 1 3 Updated Jan 26, 2023

A curated list of resources on document similarity measures (papers, tutorials, code, ...)

249 24 Updated Jul 13, 2022

Build and train state-of-the-art natural language processing models using BERT

Jupyter Notebook 222 84 Updated May 20, 2021

Free GRE Preparation Material

580 194 Updated Sep 16, 2018

A CS degree with a focus on full-stack ML engineering, 2020

889 140 Updated Jun 23, 2021

This repo contains annotated research papers that I found really good and useful

2,739 267 Updated Feb 26, 2025

Harassment Lexicon and Corpus

30 11 Updated May 22, 2018

A curated list of awesome things related to FastAPI

9,951 739 Updated May 18, 2025

Tensorflow eager implementation of Temporal Convolutional Network (TCN)

Python 129 26 Updated Mar 25, 2019

Keras Temporal Convolutional Network. Supports Python and R.

Python 1,962 464 Updated Apr 8, 2025
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