Sundaram Surampudi (sksundaram-learning)

sksundaram-learning

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Location:Toronto, Canada

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Sundaram Surampudi's starred repositories

DragGAN

Official Code for DragGAN (SIGGRAPH 2023)

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alpaca-lora

Instruct-tune LLaMA on consumer hardware

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codon

A high-performance, zero-overhead, extensible Python compiler using LLVM

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ydata-profiling

1 Line of code data quality profiling & exploratory data analysis for Pandas and Spark DataFrames.

Language:PythonLicense:MITStargazers:12355Issues:152Issues:801
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starcoder

Home of StarCoder: fine-tuning & inference!

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lovefield

Lovefield is a relational database for web apps. Written in JavaScript, works cross-browser. Provides SQL-like APIs that are fast, safe, and easy to use.

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point-e

Point cloud diffusion for 3D model synthesis

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fecon235

Notebooks for financial economics. Keywords: Jupyter notebook pandas Federal Reserve FRED Ferbus GDP CPI PCE inflation unemployment wage income debt Case-Shiller housing asset portfolio equities SPX bonds TIPS rates currency FX euro EUR USD JPY yen XAU gold Brent WTI oil Holt-Winters time-series forecasting statistics econometrics

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primeqa

The prime repository for state-of-the-art Multilingual Question Answering research and development.

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hailo_model_zoo

The Hailo Model Zoo includes pre-trained models and a full building and evaluation environment

Language:PythonLicense:MITStargazers:229Issues:17Issues:74

relataly-public-python-tutorials

Beginner-friendly collection of Python notebooks for various use cases of machine learning, deep learning, and analytics. For each notebook there is a separate tutorial on the relataly.com blog.

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fecon236

Tools for financial economics. Curated wrapper over Python ecosystem. Source code for fecon235 Jupyter notebooks.

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IPython_notebooks

Set of Jupyter (iPython) notebooks (and few pdf-presentations) about things that I am interested on, like Computer Science, Statistics and Machine-Learning, Artificial Intelligence (AI), Financial Engineering, Optimization, Stochastic Modelling, Time-Series forecasting, Science in general... and more.

Language:Jupyter NotebookLicense:GPL-3.0Stargazers:93Issues:12Issues:1

RECITE

Code of ICLR paper: https://openreview.net/forum?id=-cqvvvb-NkI

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TimeSeries_Notebooks_Collections

Jupyter Notebooks Collection for Learning Time Series Models

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how-to-train-your-neural-net

Deep learning research implemented on notebooks using PyTorch.

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timeseries-notebooks

Hello world univariate examples for a variety of time series packages.

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notebooks

Code examples for pyFTS

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sentimentarcs_notebooks

SentimentArcs: a large ensemble of dozens of sentiment analysis models to analyze emotion in text over time

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Time-series-forecasting-using-Deep-Learning

The goal of this notebook is to implement and compare different approaches to predict item-level sales at different store locations.

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notebooks

Tutorial notebooks for Stingray

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Time-series-Preprocessing-Studio-in-Jupyter

Time-series Data Preprocessing Studio in Jupyter notebook.

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scipy_pandas_tutorial

Repository containing notebooks for my Pandas tutorial at SciPy India 2013

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Predicting-Stock-Prices-Using-FB-Prophet

Prophet is a procedure for forecasting time series data based on an additive model where non-linear trends are fit with yearly, weekly, and daily seasonality, plus holiday effects. It works best with time series that have strong seasonal effects and several seasons of historical data. Prophet is robust to missing data and shifts in the trend, and typically handles outliers well. In this notebook I'm going to try forecasting Google stock price using facebook's prophet model.

Language:Jupyter NotebookLicense:MITStargazers:13Issues:1Issues:0

Signal_Processing_Course

Essential topics of Signal Processing and their codes in python language in Jupyter Notebook.

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colombia_covid_19_pipe

Pipeline to get data sources from Instituto Nacional de Salud - INS related to Covid19 cases daily report in Colombia to create datasets.

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SpiffyDuck

A companion to the blog post "Build your own Low-Code Business Applications with SpiffWorkflow"

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Tensorflow-Specialization

This repository contains course notebooks from the TensorFlow for practice specialization on Coursera

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