Allstate capstoneAllstate Kaggle Competition ML Capstone Project
Stars: ✭ 72 (-55.56%)
Image classifierCNN image classifier implemented in Keras Notebook 🖼️.
Stars: ✭ 139 (-14.2%)
Earthengine Py NotebooksA collection of 360+ Jupyter Python notebook examples for using Google Earth Engine with interactive mapping
Stars: ✭ 807 (+398.15%)
Average Word2vec🔤 Calculate average word embeddings (word2vec) from documents for transfer learning
Stars: ✭ 52 (-67.9%)
Video ClassificationTutorial for video classification/ action recognition using 3D CNN/ CNN+RNN on UCF101
Stars: ✭ 543 (+235.19%)
Getting Things Done With PytorchJupyter Notebook tutorials on solving real-world problems with Machine Learning & Deep Learning using PyTorch. Topics: Face detection with Detectron 2, Time Series anomaly detection with LSTM Autoencoders, Object Detection with YOLO v5, Build your first Neural Network, Time Series forecasting for Coronavirus daily cases, Sentiment Analysis with BERT.
Stars: ✭ 738 (+355.56%)
Teacher Student TrainingThis repository stores the files used for my summer internship's work on "teacher-student learning", an experimental method for training deep neural networks using a trained teacher model.
Stars: ✭ 34 (-79.01%)
Spark R Notebooks R on Apache Spark (SparkR) tutorials for Big Data analysis and Machine Learning as IPython / Jupyter notebooks
Stars: ✭ 109 (-32.72%)
Sklearn ClassificationData Science Notebook on a Classification Task, using sklearn and Tensorflow.
Stars: ✭ 518 (+219.75%)
Data Science Your WayWays of doing Data Science Engineering and Machine Learning in R and Python
Stars: ✭ 530 (+227.16%)
Keras Idiomatic ProgrammerBooks, Presentations, Workshops, Notebook Labs, and Model Zoo for Software Engineers and Data Scientists wanting to learn the TF.Keras Machine Learning framework
Stars: ✭ 720 (+344.44%)
DensedepthHigh Quality Monocular Depth Estimation via Transfer Learning
Stars: ✭ 963 (+494.44%)
AvgnA generative network for animal vocalizations. For dimensionality reduction, sequencing, clustering, corpus-building, and generating novel 'stimulus spaces'. All with notebook examples using freely available datasets.
Stars: ✭ 50 (-69.14%)
JupytemplateTemplates for jupyter notebooks
Stars: ✭ 85 (-47.53%)
PrmlPRML algorithms implemented in Python
Stars: ✭ 10,206 (+6200%)
Practical Machine Learning With PythonMaster the essential skills needed to recognize and solve complex real-world problems with Machine Learning and Deep Learning by leveraging the highly popular Python Machine Learning Eco-system.
Stars: ✭ 1,868 (+1053.09%)
Simfin TutorialsTutorials for SimFin - Simple financial data for Python
Stars: ✭ 150 (-7.41%)
Pytorch NtmNeural Turing Machines (NTM) - PyTorch Implementation
Stars: ✭ 453 (+179.63%)
Tensorflow 101TensorFlow 101: Introduction to Deep Learning for Python Within TensorFlow
Stars: ✭ 642 (+296.3%)
Nteract📘 The interactive computing suite for you! ✨
Stars: ✭ 5,713 (+3426.54%)
Jupyterlab LspCoding assistance for JupyterLab (code navigation + hover suggestions + linters + autocompletion + rename) using Language Server Protocol
Stars: ✭ 796 (+391.36%)
ModelsgenesisOfficial Keras & PyTorch Implementation and Pre-trained Models for Models Genesis - MICCAI 2019
Stars: ✭ 416 (+156.79%)
SparkmagicJupyter magics and kernels for working with remote Spark clusters
Stars: ✭ 954 (+488.89%)
KalasalingamIEEE "Invited Talk on Deep Learning" 03/02/2018
Stars: ✭ 13 (-91.98%)
Machine Learning NotebooksAssorted exercises and proof-of-concepts to understand and study machine learning and statistical learning theory
Stars: ✭ 33 (-79.63%)
LambdaschooldatascienceCompleted assignments and coding challenges from the Lambda School Data Science program.
Stars: ✭ 22 (-86.42%)
Keras Pytorch Avp Transfer LearningWe pit Keras and PyTorch against each other, showing their strengths and weaknesses in action. We present a real problem, a matter of life-and-death: distinguishing Aliens from Predators!
Stars: ✭ 42 (-74.07%)
Machine Learning From ScratchSuccinct Machine Learning algorithm implementations from scratch in Python, solving real-world problems (Notebooks and Book). Examples of Logistic Regression, Linear Regression, Decision Trees, K-means clustering, Sentiment Analysis, Recommender Systems, Neural Networks and Reinforcement Learning.
Stars: ✭ 42 (-74.07%)
XlearnTransfer Learning Library
Stars: ✭ 406 (+150.62%)
ImageclassificationDeep Learning: Image classification, feature visualization and transfer learning with Keras
Stars: ✭ 83 (-48.77%)
Nbconfluxnbconflux converts Jupyter Notebooks to Atlassian Confluence pages
Stars: ✭ 82 (-49.38%)
Spark Py NotebooksApache Spark & Python (pySpark) tutorials for Big Data Analysis and Machine Learning as IPython / Jupyter notebooks
Stars: ✭ 1,338 (+725.93%)
Python ThenotheoryguideJupyter NoteBooks to get you boosted with the basics of python with hands-on-practice.
Stars: ✭ 95 (-41.36%)
TensorflowThis Repository contains all tensorflow tutorials.
Stars: ✭ 68 (-58.02%)
Oreilly Intro To Predictive ClvRepo that contains the supporting material for O'Reilly Webinar "An Intro to Predictive Modeling for Customer Lifetime Value" on Feb 28, 2017
Stars: ✭ 153 (-5.56%)
FastdocCreate publication-quality books from Jupyter notebooks
Stars: ✭ 134 (-17.28%)
IpyplotIPyPlot is a small python package offering fast and efficient plotting of images inside Python Notebooks. It's using IPython with HTML for faster, richer and more interactive way of displaying big numbers of images.
Stars: ✭ 152 (-6.17%)
Seq2seq tutorialCode For Medium Article "How To Create Data Products That Are Magical Using Sequence-to-Sequence Models"
Stars: ✭ 132 (-18.52%)
TrainyourownyoloTrain a state-of-the-art yolov3 object detector from scratch!
Stars: ✭ 399 (+146.3%)
Ipyexperimentsjupyter/ipython experiment containers for GPU and general RAM re-use
Stars: ✭ 128 (-20.99%)
IpystataEnables the use of Stata together with Python via Jupyter (IPython) notebooks.
Stars: ✭ 154 (-4.94%)