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msjagadeesh's Projects

abigsurvey icon abigsurvey

A collection of 400+ survey papers on Natural Language Processing (NLP) and Machine Learning (ML)

awesome-python-videos icon awesome-python-videos

Learn and watch python, machine learning, and data science videos from conferences (PyCon, PyData, SciPy, PyBay, EuroPython)

awesome-pytorch-list icon awesome-pytorch-list

A comprehensive list of pytorch related content on github,such as different models,implementations,helper libraries,tutorials etc.

capsnet icon capsnet

CapsNet (from "Dynamic Routing Between Capsules") implemented in pytorch.

covid19_tweet_analysis icon covid19_tweet_analysis

Natural Language Processing to analyse the emotions of the tweets for a given time range and keyword.

covid19tweet icon covid19tweet

WNUT-2020 Task 2: Identification of informative COVID-19 English Tweets

face_recognition icon face_recognition

The world's simplest facial recognition api for Python and the command line

fastai_roberta icon fastai_roberta

collection of work pertinent to integrating Roberta with fastai:

featuretools icon featuretools

An open source python library for automated feature engineering

ktrain icon ktrain

ktrain is a Python library that makes deep learning and AI more accessible and easier to apply

lazypredict icon lazypredict

Lazy Predict help build a lot of basic models without much code and helps understand which models works better without any parameter tuning

lightgbm icon lightgbm

A fast, distributed, high performance gradient boosting (GBT, GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and many other machine learning tasks.

nlp-recipes icon nlp-recipes

Natural Language Processing Best Practices & Examples

noisy_text icon noisy_text

W-NUT 2020: Workshop on Noisy User-generated Text (at EMNLP)

textaugmentation-gpt2 icon textaugmentation-gpt2

Fine-tuned pre-trained GPT2 for custom topic specific text generation. Such system can be used for Text Augmentation.

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