Pinned Repositories
awesome-causality-algorithms
An index of algorithms for learning causality with data
fraud-detection-using-machine-learning
Setup end to end demo architecture for predicting fraud events with Machine Learning using Amazon SageMaker
Genetic-Algorithm-RNN
Using Genetic Algorithms to optimize Recurrent Neural Network's Configuration
incubator-pinot
Apache Pinot (Incubating) - A realtime distributed OLAP datastore
kaggle-toxic-comments
Ensemble stacking using Keras / Tensorflow. Used LSTM RNN, Logistic Regression & XGB Classifier for first level, and simple CNN for metalearning.
Legal-Text-Analytics
A list of selected resources, methods, and tools dedicated to Legal Text Analytics.
MIT-Data-Science
Spark-with-Python---My-learning-notes-
ETL pipeline using pyspark (Spark - Python)
Talk-to-R-Shiny
Voice Enabled Statistics with R
telemanom
A framework for using LSTMs to detect anomalies in multivariate time series data. Includes spacecraft anomaly data and experiments from the Mars Science Laboratory and SMAP missions.
abhishekms1047's Repositories
abhishekms1047/awesome-causality-algorithms
An index of algorithms for learning causality with data
abhishekms1047/Probabilistic-Programming-and-Bayesian-Methods-for-Hackers
aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)
abhishekms1047/telemanom
A framework for using LSTMs to detect anomalies in multivariate time series data. Includes spacecraft anomaly data and experiments from the Mars Science Laboratory and SMAP missions.
abhishekms1047/awesome-machine-learning-interpretability
A curated list of awesome machine learning interpretability resources.
abhishekms1047/aws-step-function-example
abhishekms1047/Data-Science--Cheat-Sheet
Cheat Sheets
abhishekms1047/data-scientist-roadmap
Toturial coming with "data science roadmap" graphe.
abhishekms1047/DataScienceResources
Open Source Data Science Resources.
abhishekms1047/docker-data-science
Docker for Data Science Demo
abhishekms1047/ds-cheatsheets
List of Data Science Cheatsheets to rule the world
abhishekms1047/feast
Feature Store for Machine Learning
abhishekms1047/Hackerrank-Problem-Solving-Python-Solutions
Hackerrank Problem solving solutions in Python
abhishekms1047/Hackerrank_Python_Domain_Solutions
Solutions of challenges of Hackerrank Python domain
abhishekms1047/HONto
Extracting Concept Hierarchies from Textbooks
abhishekms1047/LeetCode-1
Python solutions of LeetCode questions.
abhishekms1047/LSTM-Neural-Network-for-Time-Series-Prediction
LSTM built using Keras Python package to predict time series steps and sequences. Includes sin wave and stock market data
abhishekms1047/machine-learning-for-telecommunications
A base solution that helps to generate insights from their data. The solution provides a framework for an end-to-end machine learning process including ad-hoc data exploration, data processing and feature engineering, and modeling training and evaluation. This baseline will provide the foundation for industry specific data to be applied and models created to release industry specific ML solutions.
abhishekms1047/machine-learning-systems-design
A booklet on machine learning systems design with exercises
abhishekms1047/MLWatcher
abhishekms1047/neuroevolution-robots
Neuroevolution demo through TensorFlow.js, Neataptic, and Box2D
abhishekms1047/numpy_exercises
Numpy exercises.
abhishekms1047/PlatEMO
Evolutionary multi-objective optimization platform
abhishekms1047/scaling-pandas
Advance concepts for optimizing pandas, dask and numba
abhishekms1047/stacker
Ensemble learning combining multiple regression models into a single regression pipeline
abhishekms1047/Stock-Prediction-Models
Gathers machine learning and deep learning models for Stock forecasting, included trading bots
abhishekms1047/Text-Classification
Text Classification through CNN, RNN & HAN using Keras
abhishekms1047/vectordash-cli
A command line tool for interacting with Vectordash machines.
abhishekms1047/xai_resources
Interesting resources related to XAI (Explainable Artificial Intelligence)
abhishekms1047/xgboost
Scalable, Portable and Distributed Gradient Boosting (GBDT, GBRT or GBM) Library, for Python, R, Java, Scala, C++ and more. Runs on single machine, Hadoop, Spark, Flink and DataFlow
abhishekms1047/zenobot-react
standalone react page for zenobot