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Natural Language Processing Is Fun Part 3: Explaining ...

Jan 02, 2019· This article is part of an on-going series on NLP: Part 1, Part 2, Part 3, Part 4. Giant update: I've written a new book!It expands on my ML articles with tons of brand new content and lots of ...

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The Introduction Of The Technological Process Of The ...

What equipment can grind high calcium lime powder? HCMilling(Guilin Hongcheng) provides special equipment such as Raymond mill, ultrafine mill and vertical roller mill to meet the production demand of different fineness and production capacity at any time. Among them, the ultrafine mill machine can be used to realize the deep processing ...

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Nixtamalization - an overview | ScienceDirect Topics

Apr 16, 2017· Elke K. Arendt, Emanuele Zannini, in Cereal Grains for the Food and Beverage Industries, 2013. 2.4.4 Nixtamalization. The nixtamalization process is commonly utilized in the production of tortillas and other related maize-based food products. The maize kernels are cooked with alkali (i.e. lime) and steeped in the cooking water with subsequent washing, at least twice, ensuring the removal of ...

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Does Your Lawn or Garden Need Lime? | North Carolina ...

Does your lawn or garden need lime? If you live in southeastern North Carolina the answer to this question is a definite maybe. This is because our soils vary so much from one yard to the next. For some yards, lime needs to be added every few years to keep plants healthy. For others, especially those at the beach, adding lime can harm plants.

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Building Trust in Machine Learning Models (using LIME in ...

Jun 01, 2017· Building Trust in Machine Learning Models (using LIME in Python) Guest Blog, June 1, 2017 The value is not in software, the value is in data, and this is really important for every single company, that they understand what data they've got.

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Stabilization of Soil with Lime Columns | SpringerLink

Abstract. The behavior of very soft clay or silt can be improved with lime or cement columns. In this soil stabilization method, the soft soil is mixed in situ either with unslaked lime (CaO) or with cement using a tool shaped like a giant dough mixer, as illustrated in Figure 24.1.

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What is lime | What is Calcium Carbonate | Types of lime ...

Jun 02, 2020· Impurities in lime. Different types of impurities in lime are as follows:. Clay. Soluble silicates. Magnesium carbonates. Sulphates. Hydraulicity. It is that property of lime due to which lime tends to set in a damp place with no air circulation or underwater setting is known as hydraulicity.. 1.

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Explaining Black Box Models: Ensemble and Deep Learning ...

Tags: Deep Learning, Ensemble Methods, Explainability, LIME, SHAP This article will demonstrate explainability on the decisions made by LightGBM and Keras models in classifying a transaction for fraudulence, using two state of the art open source explainability techniques, LIME and SHAP.

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LIME - Local Interpretable Model-Agnostic Explanations ...

Lime is short for Local Interpretable Model-Agnostic Explanations. Each part of the name reflects something that we desire in explanations. Local refers to local fidelity - i.e., we want the explanation to really reflect the behaviour of the classifier "around" the instance being predicted.

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SHAP and LIME Python Libraries: Part 1 – Great Explainers ...

Dec 05, 2018· This blog post provides a brief technical introduction to the SHAP and LIME Python libraries, followed by code and output to highlight a few pros and cons of each. If interested in a visual walk-through of this post, consider attending the webinar. Introduction Model explainability is a priority in today's data science community. As data […]

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Visualizing ML Models with LIME · UC Business Analytics R ...

Visualizing ML Models with LIME. Machine learning (ML) models are often considered "black boxes" due to their complex inner-workings. More advanced ML models such as random forests, gradient boosting machines (GBM), artificial neural networks (ANN), among others are typically more accurate for predicting nonlinear, faint, or rare phenomena.

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Limepit - Wikipedia

Lime kilns were made by digging a round hole, three metres wide, two and a half metres deep. After the hole was dug, the chalk and fuel for a fire would be brought to it. Stones of chalk (limestone) would be arranged in a circular dome in the pit. The burning process would last three to six days, without letup.

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Lime Treated Soil Construction Manual | Lime Stabilization ...

"Lime" is also sometimes used to describe byproducts of the lime manufacturing process (such as lime kiln dust), which, although they contain some reactive lime, generally have only a fraction of the oxide or hydroxide content of the manufactured product. In this manual, "lime" means quicklime, hydrated lime, or hydrated lime slurry.

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Lime Recipes - Allrecipes.com

Fresh lime juice, oodles of grated lime rind, vanilla pudding, and whipped topping make the difference in this version of key lime pie made with sweetened condensed milk. After two hours in the fridge, it 's ready to wow your guests. Decorate with thinly cut slices of lime and whipped topping.

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How to Make Quick Lime and Slaked Lime - Instructables

How to Make Quick Lime and Slaked Lime: this is how to make quicklime out of seashells and then make slaked lime which is a good mortar and putty and paste . to make quicklime all the materials are as followed 1)a container of some sort 2)any lime product(i use seashells) 3)water 4)time...

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How to Use Lime to Kill a Stump | Home Guides | SF Gate

How to Use Lime to Kill a Stump. Trees that have been damaged by inclement weather or have outgrown their environment can be inconvenient for homeowners. They …

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What Is Slaking Of Lime? | Process Of Slaking |2020|

Dec 07, 2019· When the quick lime or lime is reacted or comes in contact with water it readily absorbs this process is known as the Slaking of lime or Hydration of lime.. Quick lime – When the pure limestone is calcine in a kiln then we get quicklime.. Calcination – The process of heating limestone at 900ºC or above in a kiln is known as calcination.. For efficient slaking of lime

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2019 International Lime and Deep Processing Technology ...

The 2019 International Lime and Deep Processing Technology Equipment Exhibition will be held at the Handan International Conference and Exhibition Center Hebei Province, China. The international conference and exhibition is held on 26-28 October 2019. For more information visit:

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Understanding Value in Lime | Ohioline

The process for calculating the ENP is completed below. The standards and formulas are described in Ohio Lime Law, ORC Section 905.51-905.65. We must also estimate the moisture content for this material. It is common to be provided incomplete lime labels when purchasing bulk materials.

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DEEP SOIL MIXING FOR GROUND IMPROVEMENT | CivilDigital

DEEP SOIL MIXING. The properties of soft cohesive soils can be improved by mixing of a variety of chemical additives. The addition of lime, fly ash and cement in different combinations can significantly improve the shear strength and compression properties of such soils. Other additives can be used to fix pollutants in place to prevent leaching or to reduce soil permeability.

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Lime in Soil Stabilization | Global Road Technology

Lime in soil stabilization or any calcium-based additives when in contact with soluble sulphate salt may cause soil distress and heaving, resulting in strength loss. The source of sulphate is either soil minerals, water used for mixing or groundwater.

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The Difference Between Hydrated Lime & Quicklime | Home ...

Dec 17, 2018· The Difference Between Hydrated Lime & Quicklime. Production of lime is one of humankind's oldest chemical transformations, with roots going …

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3 Ways to Lime a Pond - wikiHow

Mar 29, 2019· Ponds with particularly thick or heavy clay soil may require as much as 2–4 tonnes (2,000–4,000 kg) of lime in order to improve the structure of soil deep down below the bottom. X Trustworthy Source Food and Agricultural Organization of the United Nations Specialized agency of the United Nations responsible for leading international efforts ...

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Lime (material) - Wikipedia

The process by which limestone (calcium carbonate) is converted to quicklime by heating, then to slaked lime by hydration, and naturally reverts to calcium carbonate by carbonation is called the lime cycle. The conditions and compounds present during each step of the lime cycle have a strong influence of the end product, thus the complex and varied physical nature of lime products.

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Lime Stabilizes Poor Soils| Concrete Construction Magazine

Lime stabilization of base soil can be accomplished in three ways: (1) conventional stabilization- This involves spreading lime, mixing and compacting it and then curing the resulting lime-soil. The end result is a well-cemented, stable layer, generally 6 inches thick. (2) Soil modification- this is similar to the above, except less lime is used.

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Interpretable Machine Learning for Image Classification ...

Oct 21, 2019· Local Interpretable Model-agnostic Explanations (LIME)[1] is a technique that explains how the input features of a machine learning model affect its predictions. For instance, for image classification tasks, LIME finds the region of an image (set of super-pixels) with the strongest association with a prediction label.

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Explain Your Model with LIME - Analytics Vidhya - Medium

Machine learning is great in prediction accuracy, process efficiency, and research productivity. But computers usually do not explain their predictions. This becomes a barrier to the adoption of…

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Lime Production: Industry Profile

In 1997, the lime manufacturing industry employed 4,206 people and shipped products valued at $1.2 billion (U.S. Department of Commerce, 1997). This industry profile report is organized as follows. Section 2 provides a detailed description of the production process for lime, with discussions of individual lime …

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Interpretability of Deep Learning Models - Towards Data ...

Nov 17, 2018· where z' is a subset of {0,1}^M, where M is the number of simplified features, and Phi_i are weights (i.e. contributions, or the effects). LIME, DeepLIFT, and Layer-Wise Relevance Propagation all attempts to minimize an objective function to approximate …

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Limes - LinkedIn SlideShare

Aug 30, 2017· Properties Of Lime • Setting: The setting of fat lime in free state or in mortar is essentially a chemical process which involves following reactions (a)Dehydration – loss of water from the hydrated lime by evaporation Ca(OH)2 = CaO + H2O (b) Carbonation – combining of atmospheric carbon dioxide into lime, forming once again the original ...

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Builders' Lime | MOTHER EARTH NEWS

Jan 21, 2016· By paying with a credit card, you save an additional $5 and get 6 issues of MOTHER EARTH NEWS for only $12.95 (USA only). You may also …

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How to improve your machine learning models by explaining ...

Sep 13, 2018· AllenNLP is a framework to build Deep Learning models for Natural Language Processing. It's a fantastic tool. I'm still in love with how it makes the task of building Deep Learning models so easy. The model we are going to build uses word embeddings to encode the input and the network has LSTM cells.

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magnesium processing | Techniques & Methods | Britannica

Magnesium processing, preparation of magnesium ore for use in various products. In its pure form, magnesium lacks sufficient strength for most structural applications. However, the addition of alloying elements improves its properties to such an extent that both cast and wrought magnesium …

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Tick Removal | Ticks | CDC

Sep 06, 2019· If you find a tick attached to your skin, there's no need to panic—the key is to remove the tick as soon as possible. There are several tick removal devices on the market, but a plain set of fine-tipped tweezers work very well. How to remove a tick. Use fine-tipped tweezers to grasp the tick as close to the skin's surface as possible.

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