rasbt / Stat451 Machine Learning Fs20
STAT 451: Intro to Machine Learning @ UW-Madison (Fall 2020)
Stars: ✭ 230
Labels
Projects that are alternatives of or similar to Stat451 Machine Learning Fs20
Transfer learning music
Transfer learning for music classification and regression tasks
Stars: ✭ 228 (-0.87%)
Mutual labels: jupyter-notebook
Fusenet
Deep fusion project of deeply-fused nets, and the study on the connection to ensembling
Stars: ✭ 230 (+0%)
Mutual labels: jupyter-notebook
Pytorch Transformers Classification
Based on the Pytorch-Transformers library by HuggingFace. To be used as a starting point for employing Transformer models in text classification tasks. Contains code to easily train BERT, XLNet, RoBERTa, and XLM models for text classification.
Stars: ✭ 229 (-0.43%)
Mutual labels: jupyter-notebook
Snap N Eat
Food detection and recommendation with deep learning
Stars: ✭ 229 (-0.43%)
Mutual labels: jupyter-notebook
Ssd scene text detection
Detect text in natural images with SSD, Single Shot Detection
Stars: ✭ 229 (-0.43%)
Mutual labels: jupyter-notebook
Scnn
Segment-CNN: A Framework for Temporal Action Localization in Untrimmed Videos via Multi-stage CNNs
Stars: ✭ 228 (-0.87%)
Mutual labels: jupyter-notebook
Structuredinference
Structured Inference Networks for Nonlinear State Space Models
Stars: ✭ 230 (+0%)
Mutual labels: jupyter-notebook
Predicting winning teams
This is the code for "Predicting the Winning Team with Machine Learning" by Siraj Raval on Youtube
Stars: ✭ 229 (-0.43%)
Mutual labels: jupyter-notebook
Mydatascienceportfolio
Applying Data Science and Machine Learning to Solve Real World Business Problems
Stars: ✭ 227 (-1.3%)
Mutual labels: jupyter-notebook
Question Generation
Generating multiple choice questions from text using Machine Learning.
Stars: ✭ 227 (-1.3%)
Mutual labels: jupyter-notebook
Dsnd term1
Contains files related to content and project of DSND
Stars: ✭ 229 (-0.43%)
Mutual labels: jupyter-notebook
Movie Plots By Genre
Movie plots by genre tutorial at PyData Berlin 2016
Stars: ✭ 230 (+0%)
Mutual labels: jupyter-notebook
Weatherbench
A benchmark dataset for data-driven weather forecasting
Stars: ✭ 227 (-1.3%)
Mutual labels: jupyter-notebook
Beakerx
Beaker Extensions for Jupyter Notebook
Stars: ✭ 2,594 (+1027.83%)
Mutual labels: jupyter-notebook
Statistics python codes
《统计学原理实验教程(Python)》书中代码实现。尽可能加注释,力求代码的可复用性。
Stars: ✭ 230 (+0%)
Mutual labels: jupyter-notebook
Applied Reinforcement Learning
Reinforcement Learning and Decision Making tutorials explained at an intuitive level and with Jupyter Notebooks
Stars: ✭ 229 (-0.43%)
Mutual labels: jupyter-notebook
All Python Codes Of Ztm Course By Andrei Neagoie
Stars: ✭ 229 (-0.43%)
Mutual labels: jupyter-notebook
Quantiacs Python
Python version of Quantiacs toolbox and sample trading strategies
Stars: ✭ 230 (+0%)
Mutual labels: jupyter-notebook
Comp Genomics Class
Code and examples for JHU Computational Genomics class
Stars: ✭ 228 (-0.87%)
Mutual labels: jupyter-notebook
stat451-machine-learning-fs20
STAT 451: Intro to Machine Learning @ UW-Madison (Fall 2020)
- Lecture 01: Course overview, introduction to machine learning
- Lecture 02: Nearest Neighbor Methods
- Lecture 03: Python
- Lecture 04: Scientific Computing in Python
- Lecture 05: Scikit-learn
- Lecture 06: Decision Trees
- Lecture 07: Ensemble Methods
- Lecture 08: Model Evaluation 1: Overfitting and Underfitting
- Lecture 09: Model Evaluation 2: Resampling Methods and Confidence Intervals
- Lecture 10: Model Evaluation 3: Cross-Validation and Model Selection
- Lecture 11: Model Evaluation 4: Algorithm Comparison
- Lecture 12: Model Evaluation 5: Performance Metrics
Note that the project description data, including the texts, logos, images, and/or trademarks,
for each open source project belongs to its rightful owner.
If you wish to add or remove any projects, please contact us at [email protected].