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added tensorboard.dev link for latest model training/eval viz
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Daniel Dale committed Aug 21, 2020
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2 changes: 1 addition & 1 deletion README.md
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Expand Up @@ -87,7 +87,7 @@ The entire initial Deep Classiflie system (raw dataset, model, analytics modules

**Model Training**
- Fine-tune a base model (currently HuggingFace's [ALBERT implementation](https://huggingface.co/transformers/model_doc/albert.html) with some minor customizations) in tandem with a simple embedding reflecting the semantic shift associated with the medium via which the statement was conveyed (i.e., for the POC, just learn the tweet vs non-tweet transformation) (using [Pytorch](https://pytorch.org/))
- Explore the latest model's training session on tensorboard.dev.
- Explore the latest model's training session on [tensorboard.dev](https://tensorboard.dev/experiment/rGNQpYnYSOaHb2A84xRAzw).
- N.B. neuro-symbolic methods<sup id="a6">[6](#f6)</sup> that leverage knowledge bases and integrate symbolic reasoning with connectionist methods are not used in this model. Use of these approaches may be explored in [future research](#further-research) using this framework.

**Analysis & Reporting**
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20 changes: 10 additions & 10 deletions docs/_layouts/default.html
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@@ -1,6 +1,16 @@
<!DOCTYPE html>
<html lang="{{ site.lang | default: "en-US" }}">
<head>
{% if site.google_analytics %}
<script async src="https://www.googletagmanager.com/gtag/js?id=UA-26562413-2"></script>
<script>
window.dataLayer = window.dataLayer || [];
function gtag(){dataLayer.push(arguments);}
gtag('js', new Date());

gtag('config', 'UA-26562413-2');
</script>
{% endif %}
<meta charset="UTF-8">
<meta name="viewport" content="width=device-width, initial-scale=1" />
<meta name="theme-color" content="#157878" />
Expand All @@ -20,16 +30,6 @@
Bokeh.set_log_level("info");
</script>
{% endif %}
{% if site.google_analytics %}
<script async src="https://www.googletagmanager.com/gtag/js?id=UA-26562413-2"></script>
<script>
window.dataLayer = window.dataLayer || [];
function gtag(){dataLayer.push(arguments);}
gtag('js', new Date());

gtag('config', 'UA-26562413-2');
</script>
{% endif %}
</head>
<body>
<section class="page-header">
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2 changes: 1 addition & 1 deletion docs/about.md
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Expand Up @@ -84,7 +84,7 @@ The entire initial Deep Classiflie system (raw dataset, model, analytics modules

**Model Training**
- Fine-tune a base model (currently HuggingFace's [ALBERT implementation](https://huggingface.co/transformers/model_doc/albert.html) with some minor customizations) in tandem with a simple embedding reflecting the semantic shift associated with the medium via which the statement was conveyed (i.e., for the POC, just learn the tweet vs non-tweet transformation) (using [Pytorch](https://pytorch.org/))
- Explore the latest model's training session on tensorboard.dev.
- Explore the latest model's training session on [tensorboard.dev](https://tensorboard.dev/experiment/rGNQpYnYSOaHb2A84xRAzw).
- N.B. neuro-symbolic methods<sup id="a6">[6](#f6)</sup> that leverage knowledge bases and integrate symbolic reasoning with connectionist methods are not used in this model. Use of these approaches may be explored in [future research](#further-research) using this framework.

**Analysis & Reporting**
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2 changes: 0 additions & 2 deletions docs/perf_explorer.html
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Expand Up @@ -7,12 +7,10 @@
<div class="outer_container">
<div class="perf_exp_temporal">
<div class="box cmatrix_title">Temporal Confusion Matrices</div>
<!--TODO: Add title div for temporal confusion matrices-->
{% include bokeh_viz/temporal_tabs_tags.html %}
</div>
<div class="perf_exp_conf">
<div class="box cmatrix_title">Confusion Matrices by Percentile Confidence Bucket<sup id="a0" class="small"><a href="#f0">[0]</a></sup></div>
<!--TODO: Add title div for conf confusion matrices-->
{% include bokeh_viz/conf_tabs_tags.html %}
</div>
</div>
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