From 7a332e1b42a11b606762b2b4f26c1a93c507401d Mon Sep 17 00:00:00 2001
From: Jonas Mueller <1390638+jwmueller@users.noreply.github.com>
Date: Sat, 7 Jan 2023 22:53:33 -0800
Subject: [PATCH 1/5] add my favorite tools
---
README.md | 8 +++++++-
1 file changed, 7 insertions(+), 1 deletion(-)
diff --git a/README.md b/README.md
index 948a138..35201eb 100644
--- a/README.md
+++ b/README.md
@@ -1037,6 +1037,7 @@ be
* [IoT Owl](https://github.com/Ret2Me/IoT-Owl) - Light face detection and recognition system with huge possibilities, based on Microsoft Face API and TensorFlow made for small IoT devices like raspberry pi.
* [Exadel CompreFace](https://github.com/exadel-inc/CompreFace) - face recognition system that can be easily integrated into any system without prior machine learning skills. CompreFace provides REST API for face recognition, face verification, face detection, face mask detection, landmark detection, age, and gender recognition and is easily deployed with docker.
* [computer-vision-in-action](https://github.com/Charmve/computer-vision-in-action) - as known as ``L0CV``, is a new generation of computer vision open source online learning media, a cross-platform interactive learning framework integrating graphics, source code and HTML. the L0CV ecosystem — Notebook, Datasets, Source Code, and from Diving-in to Advanced — as well as the L0CV Hub.
+* [timm](https://github.com/rwightman/pytorch-image-models): PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, EfficientNetV2, NFNet, Vision Transformer, MixNet, MobileNet-V3/V2, RegNet, DPN, CSPNet, and more.
#### Natural Language Processing
@@ -1239,7 +1240,11 @@ be
* [Upgini](https://github.com/upgini/upgini): Free automated data & feature enrichment library for machine learning - automatically searches through thousands of ready-to-use features from public and community shared data sources and enriches your training dataset with only the accuracy improving features.
* [AutoML-Implementation-for-Static-and-Dynamic-Data-Analytics](https://github.com/Western-OC2-Lab/AutoML-Implementation-for-Static-and-Dynamic-Data-Analytics): A tutorial to help machine learning researchers to automatically obtain optimized machine learning models with the optimal learning performance on any specific task.
* [SKBEL](https://github.com/robinthibaut/skbel): A Python library for Bayesian Evidential Learning (BEL) in order to estimate the uncertainty of a prediction.
-* [NannyML](https://bit.ly/nannyml-github-machinelearning): Python library capable of fully capturing the impact of data drift on performance. Allows estimation of post-deployment model performance without access to targets.
+* [NannyML](https://bit.ly/nannyml-github-machinelearning): Python library capable of fully capturing the impact of data drift on performance. Allows estimation of post-deployment model performance without access to targets.
+* [cleanlab](https://github.com/cleanlab/cleanlab) - The standard data-centric AI package for data quality and machine learning with messy, real-world data and labels.
+* [AutoGluon](https://github.com/awslabs/autogluon): AutoML for Image, Text, Tabular, Time-Series, and MultiModal Data.
+
+
#### Data Analysis / Data Visualization
@@ -1302,6 +1307,7 @@ be
* [TensorWatch](https://github.com/microsoft/tensorwatch) - Debugging and visualization tool for machine learning and data science. It extensively leverages Jupyter Notebook to show real-time visualizations of data in running processes such as machine learning training.
* [dowel](https://github.com/rlworkgroup/dowel) - A little logger for machine learning research. Output any object to the terminal, CSV, TensorBoard, text logs on disk, and more with just one call to `logger.log()`.
+
#### Misc Scripts / iPython Notebooks / Codebases
* [MiniGrad](https://github.com/kennysong/minigrad) – A minimal, educational, Pythonic implementation of autograd (~100 loc).
From f15ca21a3db62115770e290f2b84e491d6935f71 Mon Sep 17 00:00:00 2001
From: Jonas Mueller <1390638+jwmueller@users.noreply.github.com>
Date: Sat, 7 Jan 2023 22:54:39 -0800
Subject: [PATCH 2/5] update dash to colon formatting
---
README.md | 2 +-
1 file changed, 1 insertion(+), 1 deletion(-)
diff --git a/README.md b/README.md
index 35201eb..3bbf428 100644
--- a/README.md
+++ b/README.md
@@ -1241,7 +1241,7 @@ be
* [AutoML-Implementation-for-Static-and-Dynamic-Data-Analytics](https://github.com/Western-OC2-Lab/AutoML-Implementation-for-Static-and-Dynamic-Data-Analytics): A tutorial to help machine learning researchers to automatically obtain optimized machine learning models with the optimal learning performance on any specific task.
* [SKBEL](https://github.com/robinthibaut/skbel): A Python library for Bayesian Evidential Learning (BEL) in order to estimate the uncertainty of a prediction.
* [NannyML](https://bit.ly/nannyml-github-machinelearning): Python library capable of fully capturing the impact of data drift on performance. Allows estimation of post-deployment model performance without access to targets.
-* [cleanlab](https://github.com/cleanlab/cleanlab) - The standard data-centric AI package for data quality and machine learning with messy, real-world data and labels.
+* [cleanlab](https://github.com/cleanlab/cleanlab): The standard data-centric AI package for data quality and machine learning with messy, real-world data and labels.
* [AutoGluon](https://github.com/awslabs/autogluon): AutoML for Image, Text, Tabular, Time-Series, and MultiModal Data.
From 75f0c84c61d8244d3a7b6131d645624e0061765e Mon Sep 17 00:00:00 2001
From: Jonas Mueller <1390638+jwmueller@users.noreply.github.com>
Date: Sat, 7 Jan 2023 22:57:03 -0800
Subject: [PATCH 3/5] colon to dash formatting for CV section
---
README.md | 2 +-
1 file changed, 1 insertion(+), 1 deletion(-)
diff --git a/README.md b/README.md
index 3bbf428..39cb66d 100644
--- a/README.md
+++ b/README.md
@@ -1037,7 +1037,7 @@ be
* [IoT Owl](https://github.com/Ret2Me/IoT-Owl) - Light face detection and recognition system with huge possibilities, based on Microsoft Face API and TensorFlow made for small IoT devices like raspberry pi.
* [Exadel CompreFace](https://github.com/exadel-inc/CompreFace) - face recognition system that can be easily integrated into any system without prior machine learning skills. CompreFace provides REST API for face recognition, face verification, face detection, face mask detection, landmark detection, age, and gender recognition and is easily deployed with docker.
* [computer-vision-in-action](https://github.com/Charmve/computer-vision-in-action) - as known as ``L0CV``, is a new generation of computer vision open source online learning media, a cross-platform interactive learning framework integrating graphics, source code and HTML. the L0CV ecosystem — Notebook, Datasets, Source Code, and from Diving-in to Advanced — as well as the L0CV Hub.
-* [timm](https://github.com/rwightman/pytorch-image-models): PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, EfficientNetV2, NFNet, Vision Transformer, MixNet, MobileNet-V3/V2, RegNet, DPN, CSPNet, and more.
+* [timm](https://github.com/rwightman/pytorch-image-models) - PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, EfficientNetV2, NFNet, Vision Transformer, MixNet, MobileNet-V3/V2, RegNet, DPN, CSPNet, and more.
#### Natural Language Processing
From 4704efa8998c0f4e6eef0011bae6aacf34912570 Mon Sep 17 00:00:00 2001
From: Jonas Mueller <1390638+jwmueller@users.noreply.github.com>
Date: Sat, 7 Jan 2023 22:58:20 -0800
Subject: [PATCH 4/5] remove extra space
---
README.md | 1 -
1 file changed, 1 deletion(-)
diff --git a/README.md b/README.md
index 39cb66d..a47d9b8 100644
--- a/README.md
+++ b/README.md
@@ -1245,7 +1245,6 @@ be
* [AutoGluon](https://github.com/awslabs/autogluon): AutoML for Image, Text, Tabular, Time-Series, and MultiModal Data.
-
#### Data Analysis / Data Visualization
* [DataVisualization](https://github.com/Shanky-21/Data_visualization) - A GitHub Repository Where you can Learn Datavisualizatoin Basics to Intermediate level.
From 09bf9b3a6ed2afb06e1d827cb01a8b286f036032 Mon Sep 17 00:00:00 2001
From: Jonas Mueller <1390638+jwmueller@users.noreply.github.com>
Date: Sat, 7 Jan 2023 22:59:40 -0800
Subject: [PATCH 5/5] remove extra space
---
README.md | 1 -
1 file changed, 1 deletion(-)
diff --git a/README.md b/README.md
index a47d9b8..6e09ac0 100644
--- a/README.md
+++ b/README.md
@@ -1306,7 +1306,6 @@ be
* [TensorWatch](https://github.com/microsoft/tensorwatch) - Debugging and visualization tool for machine learning and data science. It extensively leverages Jupyter Notebook to show real-time visualizations of data in running processes such as machine learning training.
* [dowel](https://github.com/rlworkgroup/dowel) - A little logger for machine learning research. Output any object to the terminal, CSV, TensorBoard, text logs on disk, and more with just one call to `logger.log()`.
-
#### Misc Scripts / iPython Notebooks / Codebases
* [MiniGrad](https://github.com/kennysong/minigrad) – A minimal, educational, Pythonic implementation of autograd (~100 loc).