semvec/pypi-packages huggingface dataset:
itsimodels 0.0.7
Model Definitions for Splunk IT Service Intelligence
Requires Python: >=2.7

# Model Definitions for Splunk IT Service Intelligence

## Setup Virtualenv

```
python3 -m venv /path/to/new/virtual/environment

source /path/to/new/virtual/environment/bin/activate
```

## Install the Python package

```
pip install --upgrade itsimodels
```

## Building the distribution archive

Install the build dependencies:
```
pip install --upgrade setuptools wheel
```

### Generate the Python package

Run this command to generate the Python distribution archive:
```
make
```

### Upload to the Python Package Index

Install the dependencies required for uploading to the index:

```
pip install --upgrade twine
```

Upload to PyPI:

```
make upload
```
WestCoastAD 1.0
An Optimization Package with an Automatic Differenation Core
Requires Python: >=3.6

[![codecov](https://codecov.io/gh/West-Coast-Differentiators/cs107-FinalProject/branch/master/graph/badge.svg?token=CVUJ0SI09S)](https://codecov.io/gh/West-Coast-Differentiators/cs107-FinalProject)
[![Build Status](https://travis-ci.com/West-Coast-Differentiators/cs107-FinalProject.svg?token=LcEGi8DXzVyEeNU9JqUx&branch=master)](https://travis-ci.com/West-Coast-Differentiators/cs107-FinalProject)

# cs107-FinalProject

## Group 14
* Anita Mahinpei
* Yingchen Liu
* Erik Adames
* Lekshmi Santhosh


# Project description

Our package contains several optimization algorithms that are ubiquitous in machine learning. In the context of the WestCoastAD package, an optimization problem refers to the minimization of a function. Below are the optimization that are currently included in this package:
  * Gradient Descent
  * Momentum Gradient Descent
  * AdaGrad
  * RMSprop
  * Adam
  * BFGS

All the optimization methods mentioned above require derivative computations. For this library, we have used Automatic Differentiation as it is an efficient way of computing these derivatives which can be used with various complex functions.