Amarpreet Singh's repositories
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.
EXL-EQ-Challenge
EXL-EQ Challenge 2018 (Qualified for Round 2 : 60 teams out of 700 participating teams)
Innovaccer-Challenge
Innovaccer Challenge 2019 (1st position)
Intuit-Challenge
Intuit Challenge IIT Roorkee 2018 (Winner)
awesome-TS-anomaly-detection
List of tools & datasets for anomaly detection on time-series data.
CREST
A Causal Relation Schema for Text
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)"
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
interpretable-ml-book
Book about interpretable machine learning
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
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
NeuralEDUSeg
A toolkit for discourse segmentation (EDU segmentation).
python-crfsuite
A python binding for crfsuite
Resume_Filtering
A resume filtering based on natural language processing
scispacy
A full spaCy pipeline and models for scientific/biomedical documents.
self-attentive-parser
High-accuracy NLP parser with models for 11 languages.
sentsplit
A flexible sentence segmentation library using CRF model and regex rules
skift
scikit-learn wrappers for Python fastText.
string_grouper
Super Fast String Matching in Python
the-algorithm-ml
Source code for Twitter's Recommendation Algorithm
zingg
Scalable identity resolution, entity resolution, data mastering and deduplication using ML