Elmo TutorialA short tutorial on Elmo training (Pre trained, Training on new data, Incremental training)
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Google2csvGoogle2Csv a simple google scraper that saves the results on a csv/xlsx/jsonl file
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Multihead Siamese NetsImplementation of Siamese Neural Networks built upon multihead attention mechanism for text semantic similarity task.
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Recurrent neural networkThis is the code for "Recurrent Neural Networks - The Math of Intelligence (Week 5)" By Siraj Raval on Youtube
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Tf2 courseNotebooks for my "Deep Learning with TensorFlow 2 and Keras" course
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Python camppython code for pratice
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SelfconsistencyCode for the paper: Fighting Fake News: Image Splice Detection via Learned Self-Consistency
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AlphatradingAn workflow in factor-based equity trading, including factor analysis and factor modeling. For well-established factor models, I implement APT model, BARRA's risk model and dynamic multi-factor model in this project.
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CiteomaticA citation recommendation system that allows users to find relevant citations for their paper drafts. The tool is backed by Semantic Scholar's OpenCorpus dataset.
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AltaThe Art of Literary Text Analysis
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MainCS579: Online Social Network Analysis at the Illinois Institute of Technology
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PyengPython for engineers
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Visualizing cnnsUsing Keras and cats to visualize layers from CNNs
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TextbookPrinciples and Techniques of Data Science, the textbook for Data 100 at UC Berkeley
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AnimlReproduction of "Model-Agnostic Meta-Learning" (MAML) and "Reptile".
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PycroscopyScientific analysis of nanoscale materials imaging data
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UnetU-Net Biomedical Image Segmentation
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Face RecognitionFace recognition and its application as attendance system
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EssentiaC++ library for audio and music analysis, description and synthesis, including Python bindings
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Mlmodelsmlmodels : Machine Learning and Deep Learning Model ZOO for Pytorch, Tensorflow, Keras, Gluon models...
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Diy AlexaCommand recognition research
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GpA tutorial about Gaussian process regression
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Introduccion a python Curso onlineRepositorio en el que se encontrarán diversos materiales, códigos, videos y ejercicios para el aprendizaje del lenguaje Python.
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Ipython NotebooksInformal IPython experiments and tutorials. TensorFlow, machine learning/deep learning/RL, NLP applications.
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Deep DeepAdaptive crawler which uses Reinforcement Learning methods
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NbashotsNBA shot charts using matplotlib, seaborn, and bokeh.
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Dlfs codeCode for the book Deep Learning From Scratch, from O'Reilly September 2019
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Digital video introductionA hands-on introduction to video technology: image, video, codec (av1, vp9, h265) and more (ffmpeg encoding).
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SqlcellSQLCell is a magic function for the Jupyter Notebook that executes raw, parallel, parameterized SQL queries with the ability to accept Python values as parameters and assign output data to Python variables while concurrently running Python code. And *much* more.
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RlossRegularized Losses (rloss) for Weakly-supervised CNN Segmentation
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Cs231nhomework for CS231n 2017
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