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100-days-of-nlp

aindra

anomaly-detection

Anomaly Detection

auto-gpt

An experimental open-source attempt to make GPT-4 fully autonomous.

awesome-algorithms

A curated list of awesome places to learn and/or practice algorithms.

awesome-machine-learning-interpretability

A curated list of awesome machine learning interpretability resources.

awesome-ts-anomaly-detection

List of tools & datasets for anomaly detection on time-series data.

causal_relation_extraction

Causal Relation Extraction and Identification using Conditional Random Fields

computer-vision

Classification, Object detection, Clustering, Segmentation, Generation of images using Convolutional Neural Networks.

continental

crest

A Causal Relation Schema for Text

cv_project_iitr

darts

A python library for easy manipulation and forecasting of time series.

data-science-ipython-notebooks

Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines.

deepunderstandingofdeeplearning

Python code accompanying the course "A deep understanding of deep learning (with Python intro)"

english-to-python-converter

This is an attempt to use transformers and self attention in order to convert English descriptions into Python code.

exl-eq-challenge

EXL-EQ Challenge 2018 (Qualified for Round 2 : 60 teams out of 700 participating teams)

forecasting-time-series-data-with-facebook-prophet

Forecasting Time-Series Data with Facebook Prophet, published by Packt

gfpgan

GFPGAN aims at developing Practical Algorithms for Real-world Face Restoration.

gpt-2-simple

Python package to easily retrain OpenAI's GPT-2 text-generating model on new texts

gwu_rml

innovaccer-challenge

Innovaccer Challenge 2019 (1st position IIT Roorkee)

interpretable-ml

Techniques & resources for training interpretable ML models, explaining ML models, and debugging ML models.

interpretable-ml-book

Book about interpretable machine learning

intuit-challenge

Intuit Challenge IIT Roorkee 2018 (Winner)

jupyter_keyboard_shortcuts_snippets

Materials for a talk I gave to Metis Data Science Bootcamp on useful Jupyter Keyboard Shortcuts and Text Snippets

machinelearning-deeplearning-code-for-my-youtube-channel

The full collection of all codes for my Youtube Channel segregated as per topic.

medical-ner

Notebook for BERT medical named entity recognition

mli-resources

H2O.ai Machine Learning Interpretability Resources

msda

Library for multi-dimensional, multi-sensor, uni/multivariate time series data analysis, unsupervised feature selection, unsupervised deep anomaly detection, and prototype of explainable AI for anomaly detector