Sourab Mangrulkar (pacman100)

pacman100

Geek Repo

Company:Amazon

Location:🇮🇳

Home Page:https://pacman100.github.io/

Twitter:@sourab_m

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Sourab Mangrulkar's starred repositories

tinygbt

A Tiny, Pure Python implementation of Gradient Boosted Trees.

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data-science-on-aws

AI and Machine Learning with Kubeflow, Amazon EKS, and SageMaker

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s3cleaner

Amazon S3 file cleaner - delete things older than a certain age, matching a pattern, etc.

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rtb-papers

A collection of research and survey papers of real-time bidding (RTB) based display advertising techniques.

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deeplearning-models

A collection of various deep learning architectures, models, and tips

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pytext

A natural language modeling framework based on PyTorch

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maskrcnn-benchmark

Fast, modular reference implementation of Instance Segmentation and Object Detection algorithms in PyTorch.

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clip-as-service

🏄 Scalable embedding, reasoning, ranking for images and sentences with CLIP

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fairseq

Facebook AI Research Sequence-to-Sequence Toolkit written in Python.

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rasa

💬 Open source machine learning framework to automate text- and voice-based conversations: NLU, dialogue management, connect to Slack, Facebook, and more - Create chatbots and voice assistants

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tflearn

Deep learning library featuring a higher-level API for TensorFlow.

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allennlp

An open-source NLP research library, built on PyTorch.

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flair

A very simple framework for state-of-the-art Natural Language Processing (NLP)

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stanford-tensorflow-tutorials

This repository contains code examples for the Stanford's course: TensorFlow for Deep Learning Research.

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gpt-2

Code for the paper "Language Models are Unsupervised Multitask Learners"

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examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

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python-patterns

A collection of design patterns/idioms in Python

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bert

TensorFlow code and pre-trained models for BERT

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system-design-primer

Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.

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awesome-python

An opinionated list of awesome Python frameworks, libraries, software and resources.

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Python

All Algorithms implemented in Python

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models

Models and examples built with TensorFlow

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100-Days-Of-ML-Code

100 Days of ML Coding

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scikit-learn

scikit-learn: machine learning in Python

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transformers

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

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deeptype

Code for the paper "DeepType: Multilingual Entity Linking by Neural Type System Evolution"

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MASS

MASS: Masked Sequence to Sequence Pre-training for Language Generation

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Ad-papers

Papers on Computational Advertising

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