Resolve many typos, clean up via pre-commit

.github/ISSUE_TEMPLATE/bug_report.md

@@ -28,7 +28,7 @@ If applicable, add screenshots to help explain your problem.
  - Browser [e.g. chrome, safari]:
  - Rubrix Version [e.g. 0.10.0]:
  - ElasticSearch Version [e.g. 7.10.2]:
- - Docker Image (optional) [e.g. rubrix:v0.10.0]:  
+ - Docker Image (optional) [e.g. rubrix:v0.10.0]:
 
 
 **Additional context**

.github/workflows/codeql-analysis.yml

@@ -48,11 +48,11 @@ jobs:
         # If you wish to specify custom queries, you can do so here or in a config file.
         # By default, queries listed here will override any specified in a config file.
         # Prefix the list here with "+" to use these queries and those in the config file.
-        
+
         # Details on CodeQL's query packs refer to : https://docs.github.com/en/code-security/code-scanning/automatically-scanning-your-code-for-vulnerabilities-and-errors/configuring-code-scanning#using-queries-in-ql-packs
         # queries: security-extended,security-and-quality
 
-        
+
     # Autobuild attempts to build any compiled languages  (C/C++, C#, or Java).
     # If this step fails, then you should remove it and run the build manually (see below)
     - name: Autobuild
@@ -61,7 +61,7 @@ jobs:
     # ℹ️ Command-line programs to run using the OS shell.
     # 📚 See https://docs.github.com/en/actions/using-workflows/workflow-syntax-for-github-actions#jobsjob_idstepsrun
 
-    #   If the Autobuild fails above, remove it and uncomment the following three lines. 
+    #   If the Autobuild fails above, remove it and uncomment the following three lines.
     #   modify them (or add more) to build your code if your project, please refer to the EXAMPLE below for guidance.
 
     # - run: |

.github/workflows/dependency-review.yml

@@ -1,6 +1,6 @@
 # Dependency Review Action
 #
-# This Action will scan dependency manifest files that change as part of a Pull Reqest, surfacing known-vulnerable versions of the packages declared or updated in the PR. Once installed, if the workflow run is marked as required, PRs introducing known-vulnerable packages will be blocked from merging.
+# This Action will scan dependency manifest files that change as part of a Pull Request, surfacing known-vulnerable versions of the packages declared or updated in the PR. Once installed, if the workflow run is marked as required, PRs introducing known-vulnerable packages will be blocked from merging.
 #
 # Source repository: https://github.com/actions/dependency-review-action
 # Public documentation: https://docs.github.com/en/code-security/supply-chain-security/understanding-your-software-supply-chain/about-dependency-review#dependency-review-enforcement

README.md

@@ -165,7 +165,7 @@ To better understand what's possible take a look at Rubrix's [Cookbook](https://
 
 ## Example
 
-Let's see Rubrix in action with a quick example: _Bootstraping data annotation with a zero-shot classifier_
+Let's see Rubrix in action with a quick example: _Bootstrapping data annotation with a zero-shot classifier_
 
 **Why**:
 
@@ -186,7 +186,7 @@ Let's see Rubrix in action with a quick example: _Bootstraping data annotation w
 
 ### 1. Predict and log
 
-Let's load the zero-shot pipeline and the dataset (we are using the AGNews dataset for demonstration, but this could be your own dataset). Then, let's go over the dataset records and log them using `rb.log()`. This will create a Rubrix dataset, accesible from the web app.
+Let's load the zero-shot pipeline and the dataset (we are using the AGNews dataset for demonstration, but this could be your own dataset). Then, let's go over the dataset records and log them using `rb.log()`. This will create a Rubrix dataset, accessible from the web app.
 
 ```python
 from transformers import pipeline

docs/_static/css/custom.css

@@ -385,7 +385,7 @@ h1 {
   margin-top: 2rem
 }
 h2 {
-  margin-top: 2rem 
+  margin-top: 2rem
 }
 p {
   margin-top: 1.5rem;
@@ -396,7 +396,7 @@ p {
 .headerlink {
   height: 1px;
   overflow: hidden;
-  white-space: nowrap; 
+  white-space: nowrap;
   width: 1px;
   visibility: hidden !important;
 }
@@ -465,7 +465,7 @@ a {
 
 /* Change the white to any color */
 input:-webkit-autofill,
-input:-webkit-autofill:hover, 
+input:-webkit-autofill:hover,
 input:-webkit-autofill:focus,
 textarea:-webkit-autofill,
 textarea:-webkit-autofill:hover,
@@ -494,22 +494,22 @@ div[class*="tuto-section-"] {
   padding: 0;
 }
 a .tuto-section-1 {
-  background: var(--tuto-section-1);  
+  background: var(--tuto-section-1);
 }
 a .tuto-section-2 {
-  background: var(--tuto-section-2);  
+  background: var(--tuto-section-2);
 }
 a .tuto-section-3 {
-  background: var(--tuto-section-3);  
+  background: var(--tuto-section-3);
 }
 a .tuto-section-4 {
-  background: var(--tuto-section-4);  
+  background: var(--tuto-section-4);
 }
 a .tuto-section-5 {
-  background: var(--tuto-section-5);  
+  background: var(--tuto-section-5);
 }
 a .tuto-section-6 {
-  background: var(--tuto-section-6);  
+  background: var(--tuto-section-6);
 }
 
 /* Copyright */